Zhiyuan Liu - RankMe

848 papers A* 139A 10B 15C 1Misc 5Journal 472Unranked 197

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ACDiT: Interpolating Autoregressive Conditional Modeling and Diffusion Transformer. Trans. Mach. Learn. Res. Jinyi Hu, Shengding Hu, Yuxuan Song, Yufei Huang, Mingxuan Wang, Hao Zhou, Zhiyuan Liu, Wei-Ying Ma, Maosong Sun
2026	J	`jnl`	AgentCPM-Explore: Realizing Long-Horizon Deep Exploration for Edge-Scale Agents. CoRR Haotian Chen, Xin Cong, Shengda Fan, Yuyang Fu, Ziqin Gong, Yaxi Lu, Yishan Li, Boye Niu, Chengjun Pan, Zijun Song, Huadong Wang, Yesai Wu, Yueying Wu, Zihao Xie, Yukun Yan, Zhong Zhang, Yankai Lin, Zhiyuan Liu, Maosong Sun
2026	J	`jnl`	AgentCPM-Report: Interleaving Drafting and Deepening for Open-Ended Deep Research. CoRR Yishan Li, Wentong Chen, Yukun Yan, Mingwei Li, Sen Mei, Xiaorong Wang, Kunpeng Liu, Xin Cong, Shuo Wang, Zhong Zhang, Yaxi Lu, Zhenghao Liu, Yankai Lin, Zhiyuan Liu, Maosong Sun
2026	J	`jnl`	Cheers: Decoupling Patch Details from Semantic Representations Enables Unified Multimodal Comprehension and Generation. CoRR Yichen Zhang, Da Peng, Zonghao Guo, Zijian Zhang, Xuesong Yang, Tong Sun, Shichu Sun, Yidan Zhang, Yanghao Li, Haiyan Zhao, Wang Xu, Qi Shi, Yangang Sun, Chi Chen, Shuo Wang, Yukun Yan, Xu Han, Qiang Ma, Wei Ke, Liang Wang, Zhiyuan Liu, Maosong Sun
2026	—	`ed.`	Chinese Computational Linguistics - 24th China National Conference, CCL 2025, Jinan, China, August 11-14, 2025, Proceedings CCL Maosong Sun, Peiyong Duan, Zhiyuan Liu, Ruifeng Xu, Weiwei Sun, Yubo Chen, Zhiliang Tian, Zhenghao Liu
2026	J	`jnl`	Data Science and Technology Towards AGI Part I: Tiered Data Management. CoRR Yudong Wang, Zixuan Fu, Hengyu Zhao, Chen Zhao, Chuyue Zhou, Xinle Lin, Hongya Lyu, Shuaikang Xue, Yi Yi, Yingjiao Wang, Zhi Zheng, Yuzhou Zhang, Jie Zhou, Chaojun Xiao, Xu Han, Zhiyuan Liu, Maosong Sun
2026	A*	`conf`	FANoise: Singular Value-Adaptive Noise Modulation for Robust Multimodal Representation Learning. AAAI Jiaoyang Li, Jun Fang, Tianhao Gao, Xiaohui Zhang, Zhiyuan Liu, Chao Liu, Pengzhang Liu, Qixia Jiang
2026	J	`jnl`	How Far Can Unsupervised RLVR Scale LLM Training? CoRR Bingxiang He, Yuxin Zuo, Zeyuan Liu, Shangziqi Zhao, Zixuan Fu, Junlin Yang, Cheng Qian, Kaiyan Zhang, Yuchen Fan, Ganqu Cui, Xiusi Chen, Youbang Sun, Xingtai Lv, Xuekai Zhu, Li Sheng, Ran Li, Huan-ang Gao, Yuchen Zhang, Bowen Zhou, Zhiyuan Liu, Ning Ding
2026	J	`jnl`	Hybrid Linear Attention Done Right: Efficient Distillation and Effective Architectures for Extremely Long Contexts. CoRR Yingfa Chen, Zhen Leng Thai, Zihan Zhou, Zhu Zhang, Xingyu Shen, Shuo Wang, Chaojun Xiao, Xu Han, Zhiyuan Liu
2026	J	`jnl`	Knowledge intensive agents. AI Open Zhenghao Liu, Pengcheng Huang, Zhipeng Xu, Xinze Li, Shuliang Liu, Chunyi Peng, Haidong Xin, Yukun Yan, Shuo Wang, Xu Han, Zhiyuan Liu, Maosong Sun, Yu Gu, Ge Yu
2026	J	`jnl`	Mapping student-AI interaction dynamics in multi-agent learning environments: Supporting personalized learning and reducing performance gaps. Comput. Educ. Zhanxin Hao, Jie Cao, Ruimiao Li, Jifan Yu, Zhiyuan Liu, Yu Zhang
2026	A*	`conf`	Personalized Learning Path Planning through Goal-Driven Learner State Modeling. WWW Joy Lim Jia Yin, Ye He, Jifan Yu, Xin Cong, Daniel Zhang-Li, Zhiyuan Liu, Huiqin Liu, Lei Hou, Juanzi Li, Bin Xu
2026	J	`jnl`	SE-Bench: Benchmarking Self-Evolution with Knowledge Internalization. CoRR Jiarui Yuan, Tailin Jin, Weize Chen, Zeyuan Liu, Zhiyuan Liu, Maosong Sun
2026	J	`jnl`	Spava: Accelerating Long-Video Understanding via Sequence-Parallelism-aware Approximate Attention. CoRR Yuxiang Huang, Mingye Li, Xu Han, Chaojun Xiao, Weilin Zhao, Ao Sun, Ziqi Yuan, Hao Zhou, Fandong Meng, Zhiyuan Liu
2026	J	`jnl`	Spectral Disentanglement and Enhancement: A Dual-domain Contrastive Framework for Representation Learning. CoRR Jinjin Guo, Yexin Li, Zhichao Huang, Jun Fang, Zhiyuan Liu, Chao Liu, Pengzhang Liu, Qixia Jiang
2026	J	`jnl`	Test-Time Computing for Referring Multimodal Large Language Models. CoRR Mingrui Wu, Hao Chen, Jiayi Ji, Xiaoshuai Sun, Zhiyuan Liu, Liujuan Cao, Ming-Ming Cheng, Rongrong Ji
2026	—	`conf`	ThinkNote: Enhancing Knowledge Integration and Utilization of Large Language Models via Constructivist Cognition Modeling. EACL (Findings) Zhipeng Xu, Zhenghao Liu, Yukun Yan, Shuo Wang, Shi Yu, Zheni Zeng, Chaojun Xiao, Zhiyuan Liu, Ge Yu, Chenyan Xiong
2026	J	`jnl`	Towards a Science of Collective AI: LLM-based Multi-Agent Systems Need a Transition from Blind Trial-and-Error to Rigorous Science. CoRR Jingru Fan, Dewen Liu, Yufan Dang, Huatao Li, Yuheng Wang, Wei Liu, Feiyu Duan, Xuanwen Ding, Shu Yao, Lin Wu, Ruijie Shi, Wai-Shing Leung, Yuan Cheng, Zhongyu Wei, Cheng Yang, Chen Qian, Zhiyuan Liu, Maosong Sun
2026	J	`jnl`	UltraEval-Audio: A Unified Framework for Comprehensive Evaluation of Audio Foundation Models. CoRR Qundong Shi, Jie Zhou, Biyuan Lin, Junbo Cui, Guoyang Zeng, Yixuan Zhou, Ziyang Wang, Xin Liu, Zhen Luo, Yudong Wang, Zhiyuan Liu
2025	J	`jnl`	3D-GSRD: 3D Molecular Graph Auto-Encoder with Selective Re-mask Decoding. CoRR Chang Wu, Zhiyuan Liu, Wen Shu, Liang Wang, Yanchen Luo, Wenqiang Lei, Yatao Bian, Junfeng Fang, Xiang Wang
2025	A*	`conf`	A Multi-Power Law for Loss Curve Prediction Across Learning Rate Schedules. ICLR Kairong Luo, Haodong Wen, Shengding Hu, Zhenbo Sun, Zhiyuan Liu, Maosong Sun, Kaifeng Lyu, Wenguang Chen
2025	J	`jnl`	A Multi-Power Law for Loss Curve Prediction Across Learning Rate Schedules. CoRR Kairong Luo, Haodong Wen, Shengding Hu, Zhenbo Sun, Zhiyuan Liu, Maosong Sun, Kaifeng Lyu, Wenguang Chen
2025	J	`jnl`	A Survey of LLM ⨉ DATA. CoRR Xuanhe Zhou, Junxuan He, Wei Zhou, Haodong Chen, Zirui Tang, Haoyu Zhao, Xin Tong, Guoliang Li, Youmin Chen, Jun Zhou, Zhaojun Sun, Binyuan Hui, Shuo Wang, Conghui He, Zhiyuan Liu, Jingren Zhou, Fan Wu
2025	J	`jnl`	A Survey of Reinforcement Learning for Large Reasoning Models. CoRR Kaiyan Zhang, Yuxin Zuo, Bingxiang He, Youbang Sun, Runze Liu, Che Jiang, Yuchen Fan, Kai Tian, Guoli Jia, Pengfei Li, Yu Fu, Xingtai Lv, Yuchen Zhang, Sihang Zeng, Shang Qu, Haozhan Li, Shijie Wang, Yuru wang, Xinwei Long, Fangfu Liu, Xiang Xu, Jiaze Ma, Xuekai Zhu, Ermo Hua, Yihao Liu, Zonglin Li, Huayu Chen, Xiaoye Qu, Yafu Li, Weize Chen, Zhenzhao Yuan, Junqi Gao, Dong Li, Zhiyuan Ma, Ganqu Cui, Zhiyuan Liu, Biqing Qi, Ning Ding, Bowen Zhou
2025	J	`jnl`	A*-Thought: Efficient Reasoning via Bidirectional Compression for Low-Resource Settings. CoRR Xiaoang Xu, Shuo Wang, Xu Han, Zhenghao Liu, Huijia Wu, Peipei Li, Zhiyuan Liu, Maosong Sun, Zhaofeng He
2025	J	`jnl`	AI instructional agent improves student's perceived learner control and learning outcome: empirical evidence from a randomized controlled trial. CoRR Fei Qin, Zhanxin Hao, Jifan Yu, Zhiyuan Liu, Yu Zhang
2025	J	`jnl`	AIR: A Systematic Analysis of Annotations, Instructions, and Response Pairs in Preference Dataset. CoRR Bingxiang He, Wenbin Zhang, Jiaxi Song, Cheng Qian, Zixuan Fu, Bowen Sun, Ning Ding, Haiwen Hong, Longtao Huang, Hui Xue, Ganqu Cui, Wanxiang Che, Zhiyuan Liu, Maosong Sun
2025	—	`conf`	APB: Accelerating Distributed Long-Context Inference by Passing Compressed Context Blocks across GPUs. ACL (1) Yuxiang Huang, Mingye Li, Xu Han, Chaojun Xiao, Weilin Zhao, Sun Ao, Hao Zhou, Jie Zhou, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	APB: Accelerating Distributed Long-Context Inference by Passing Compressed Context Blocks across GPUs. CoRR Yuxiang Huang, Mingye Li, Xu Han, Chaojun Xiao, Weilin Zhao, Sun Ao, Hao Zhou, Jie Zhou, Zhiyuan Liu, Maosong Sun
2025	A*	`conf`	Advancing LLM Reasoning Generalists with Preference Trees. ICLR Lifan Yuan, Ganqu Cui, Hanbin Wang, Ning Ding, Xingyao Wang, Boji Shan, Zeyuan Liu, Jia Deng, Huimin Chen, Ruobing Xie, Yankai Lin, Zhenghao Liu, Bowen Zhou, Hao Peng, Zhiyuan Liu, Maosong Sun
2025	—	`conf`	AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning. EMNLP (System Demonstrations) Zhong Zhang, Yaxi Lu, Yikun Fu, Yupeng Huo, Shenzhi Yang, Yesai Wu, Han Si, Xin Cong, Haotian Chen, Yankai Lin, Jie Xie, Wei Zhou, Wang Xu, Yuanheng Zhang, Zhou Su, Zhongwu Zhai, Xiaoming Liu, Yudong Mei, Jianming Xu, Hongyan Tian, Chongyi Wang, Chi Chen, Yuan Yao, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning. CoRR Zhong Zhang, Yaxi Lu, Yikun Fu, Yupeng Huo, Shenzhi Yang, Yesai Wu, Han Si, Xin Cong, Haotian Chen, Yankai Lin, Jie Xie, Wei Zhou, Wang Xu, Yuanheng Zhang, Zhou Su, Zhongwu Zhai, Xiaoming Liu, Yudong Mei, Jianming Xu, Hongyan Tian, Chongyi Wang, Chi Chen, Yuan Yao, Zhiyuan Liu, Maosong Sun
2025	—	`conf`	AgentRM: Enhancing Agent Generalization with Reward Modeling. ACL (1) Yu Xia, Jingru Fan, Weize Chen, Siyu Yan, Xin Cong, Zhong Zhang, Yaxi Lu, Yankai Lin, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	AgentRM: Enhancing Agent Generalization with Reward Modeling. CoRR Yu Xia, Jingru Fan, Weize Chen, Siyu Yan, Xin Cong, Zhong Zhang, Yaxi Lu, Yankai Lin, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	An LMM for Efficient Video Understanding via Reinforced Compression of Video Cubes. CoRR Ji Qi, Yuan Yao, Yushi Bai, Bin Xu, Juanzi Li, Zhiyuan Liu, Tat-Seng Chua
2025	J	`jnl`	Anomalous far field ground subsidence induced by the 2023 Mw 6.8 Morocco earthquake. Int. J. Appl. Earth Obs. Geoinformation Bo Lv, Chen Yu, Xiaoning Hu, Zhenhong Li, Chuang Song, Jie Li, Wenyu Tian, Haihui Liu, Liangyu Ta, Zhiyuan Liu
2025	J	`jnl`	AppCopilot: Toward General, Accurate, Long-Horizon, and Efficient Mobile Agent. CoRR Jingru Fan, Yufan Dang, Jingyao Wu, Huatao Li, Runde Yang, Xiyuan Yang, Yuheng Wang, Zhong Zhang, Yaxi Lu, Yankai Lin, Zhiyuan Liu, Dahai Li, Chen Qian
2025	J	`jnl`	AutoReproduce: Automatic AI Experiment Reproduction with Paper Lineage. CoRR Xuanle Zhao, Zilin Sang, Yuxuan Li, Qi Shi, Weilun Zhao, Shuo Wang, Duzhen Zhang, Xu Han, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs. CoRR Shangzhan Li, Zefan Wang, Ye He, Yuxuan Li, Qi Shi, Jianling Li, Yonggang Hu, Wanxiang Che, Xu Han, Zhiyuan Liu, Maosong Sun
2025	—	`conf`	Awaking the Slides: A Tuning-free and Knowledge-regulated AI Tutoring System via Language Model Coordination. KDD (1) Daniel Zhang-Li, Zheyuan Zhang, Jifan Yu, Joy Lim Jia Yin, Shangqing Tu, Linlu Gong, Haohua Wang, Zhiyuan Liu, Huiqin Liu, Lei Hou, Juanzi Li
2025	J	`jnl`	BlockFFN: Towards End-Side Acceleration-Friendly Mixture-of-Experts with Chunk-Level Activation Sparsity. CoRR Chenyang Song, Weilin Zhao, Xu Han, Chaojun Xiao, Yingfa Chen, Yuxuan Li, Zhiyuan Liu, Maosong Sun
2025	A	`conf`	BurstEngine: An efficient distributed framework for training transformers On extremely Long sequences of over 1M tokens. SC Ao Sun, Weilin Zhao, Xu Han, Cheng Yang, Zhiyuan Liu, Chuan Shi, Maosong Sun
2025	J	`jnl`	BurstEngine: an Efficient Distributed Framework for Training Transformers on Extremely Long Sequences of over 1M Tokens. CoRR Ao Sun, Weilin Zhao, Xu Han, Cheng Yang, Zhiyuan Liu, Chuan Shi, Maosong Sun
2025	—	`conf`	COAST: Enhancing the Code Debugging Ability of LLMs through Communicative Agent Based Data Synthesis. NAACL (Findings) Weiqing Yang, Hanbin Wang, Zhenghao Liu, Xinze Li, Yukun Yan, Shuo Wang, Yu Gu, Minghe Yu, Zhiyuan Liu, Ge Yu
2025	—	`conf`	ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation. ACL (1) Xuanle Zhao, Xianzhen Luo, Qi Shi, Chi Chen, Shuo Wang, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation. CoRR Xuanle Zhao, Xianzhen Luo, Qi Shi, Chi Chen, Shuo Wang, Wanxiang Che, Zhiyuan Liu, Maosong Sun
2025	—	`ed.`	Chinese Computational Linguistics - 23rd China National Conference, CCL 2024, Taiyuan, China, July 25-28, 2024, Proceedings CCL Maosong Sun, Jiye Liang, Xianpei Han, Zhiyuan Liu, Yulan He, Gaoqi Rao, Yubo Chen, Zhiliang Tian
2025	—	`conf`	ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation. EMNLP (Findings) Hao Chen, Yukun Yan, Sen Mei, Wanxiang Che, Zhenghao Liu, Qi Shi, Xinze Li, Yuchun Fan, Pengcheng Huang, Qiushi Xiong, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation. CoRR Hao Chen, Yukun Yan, Sen Mei, Wanxiang Che, Zhenghao Liu, Qi Shi, Xinze Li, Yuchun Fan, Pengcheng Huang, Qiushi Xiong, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	Co-Saving: Resource Aware Multi-Agent Collaboration for Software Development. CoRR Rennai Qiu, Chen Qian, Ran Li, Yufan Dang, Weize Chen, Cheng Yang, Yingli Zhang, Ye Tian, Xuantang Xiong, Lei Han, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	Cost-Optimal Grouped-Query Attention for Long-Context LLMs. CoRR Yingfa Chen, Yutong Wu, Xu Han, Zhiyuan Liu, Maosong Sun
2025	A*	`conf`	Cost-Optimal Grouped-Query Attention for Long-Context Modeling. EMNLP Yingfa Chen, Yutong Wu, Chenyang Song, Zhen Leng Thai, Xingyu Shen, Xu Han, Zhiyuan Liu, Maosong Sun
2025	—	`conf`	Craw4LLM: Efficient Web Crawling for LLM Pretraining. ACL (Findings) Shi Yu, Zhiyuan Liu, Chenyan Xiong
2025	J	`jnl`	Craw4LLM: Efficient Web Crawling for LLM Pretraining. CoRR Shi Yu, Zhiyuan Liu, Chenyan Xiong
2025	J	`jnl`	Cross-Task Experiential Learning on LLM-based Multi-Agent Collaboration. CoRR Yilong Li, Chen Qian, Yu Xia, Ruijie Shi, Yufan Dang, Zihao Xie, Ziming You, Weize Chen, Cheng Yang, Weichuan Liu, Ye Tian, Xuantang Xiong, Lei Han, Zhiyuan Liu, Maosong Sun
2025	—	`conf`	DeepNote: Note-Centric Deep Retrieval-Augmented Generation. EMNLP (Findings) Ruobing Wang, Qingfei Zhao, Yukun Yan, Daren Zha, Yuxuan Chen, Shi Yu, Zhenghao Liu, Yixuan Wang, Shuo Wang, Xu Han, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	EULER: Enhancing the Reasoning Ability of Large Language Models through Error-Induced Learning. CoRR Zhuoyang Wu, Xinze Li, Zhenghao Liu, Yukun Yan, Zhiyuan Liu, Minghe Yu, Cheng Yang, Yu Gu, Ge Yu, Maosong Sun
2025	A	`conf`	EduCraft: A System for Generating Pedagogical Lecture Scripts from Long-Context Multimodal Presentations. CIKM Yucheng Wang, Jifan Yu, Daniel Zhang-Li, Joy Lim Jia Yin, Shangqing Tu, Haoxuan Li, Zhiyuan Liu, Huiqin Liu, Lei Hou, Juanzi Li, Bin Xu
2025	—	`conf`	Enabling Real-Time Conversations with Minimal Training Costs. CCL Wang Xu, Haoyu Wang, Shuo Wang, Weilin Zhao, Xu Han, Yukun Yan, Haiyan Zhao, Yudi Zhang, Zhe Tao, Zhiyuan Liu, Wanxiang Che
2025	—	`conf`	Enhancing Open-Domain Task-Solving Capability of LLMs via Autonomous Tool Integration from GitHub. ACL (1) Bohan Lyu, Xin Cong, Heyang Yu, Pan Yang, Cheng Qian, Zihe Wang, Yujia Qin, Yining Ye, Yaxi Lu, Chen Qian, Zhong Zhang, Yukun Yan, Yankai Lin, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	Exploring LLM-based Student Simulation for Metacognitive Cultivation. CoRR Haoxuan Li, Jifan Yu, Xin Cong, Yang Dang, Yisi Zhan, Huiqin Liu, Zhiyuan Liu
2025	—	`conf`	FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling. ACL (1) Weilin Zhao, Tengyu Pan, Xu Han, Yudi Zhang, Sun Ao, Yuxiang Huang, Kaihuo Zhang, Weilun Zhao, Yuxuan Li, Jie Zhou, Hao Zhou, Jianyong Wang, Maosong Sun, Zhiyuan Liu
2025	J	`jnl`	FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling. CoRR Weilin Zhao, Tengyu Pan, Xu Han, Yudi Zhang, Ao Sun, Yuxiang Huang, Kaihuo Zhang, Weilun Zhao, Yuxuan Li, Jianyong Wang, Zhiyuan Liu, Maosong Sun
2025	A*	`conf`	Free Process Rewards without Process Labels. ICML Lifan Yuan, Wendi Li, Huayu Chen, Ganqu Cui, Ning Ding, Kaiyan Zhang, Bowen Zhou, Zhiyuan Liu, Hao Peng
2025	J	`jnl`	From f(x) and g(x) to f(g(x)): LLMs Learn New Skills in RL by Composing Old Ones. CoRR Lifan Yuan, Weize Chen, Yuchen Zhang, Ganqu Cui, Hanbin Wang, Ziming You, Ning Ding, Zhiyuan Liu, Maosong Sun, Hao Peng
2025	—	`conf`	Fusing Highly Specialized Language Models for Comprehensive Expertise. ACL (1) Ning Ding, Yulin Chen, Ganqu Cui, Xingtai Lv, Weilin Zhao, Kaiyan Zhang, Ruobing Xie, Bowen Zhou, Zhiyuan Liu, Maosong Sun
2025	—	`conf`	GUICourse: From General Vision Language Model to Versatile GUI Agent. ACL (1) Wentong Chen, Junbo Cui, Jinyi Hu, Yujia Qin, Junjie Fang, Yue Zhao, Chongyi Wang, Jun Liu, Guirong Chen, Yupeng Huo, Yuan Yao, Yankai Lin, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	H-Neurons: On the Existence, Impact, and Origin of Hallucination-Associated Neurons in LLMs. CoRR Cheng Gao, Huimin Chen, Chaojun Xiao, Zhiyi Chen, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	InfLLM-V2: Dense-Sparse Switchable Attention for Seamless Short-to-Long Adaptation. CoRR Weilin Zhao, Zihan Zhou, Zhou Su, Chaojun Xiao, Yuxuan Li, Yanghao Li, Yudi Zhang, Weilun Zhao, Zhen Li, Yuxiang Huang, Ao Sun, Xu Han, Zhiyuan Liu
2025	A*	`conf`	Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence. ICLR Weize Chen, Ziming You, Ran Li, Yitong Guan, Chen Qian, Chenyang Zhao, Cheng Yang, Ruobing Xie, Zhiyuan Liu, Maosong Sun
2025	—	`conf`	Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models. ACL (Findings) Shuliang Liu, Xinze Li, Zhenghao Liu, Yukun Yan, Cheng Yang, Zheni Zeng, Zhiyuan Liu, Maosong Sun, Ge Yu
2025	J	`jnl`	Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models. CoRR Shuliang Liu, Xinze Li, Zhenghao Liu, Yukun Yan, Cheng Yang, Zheni Zeng, Zhiyuan Liu, Maosong Sun, Ge Yu
2025	J	`jnl`	JustRL: Scaling a 1.5B LLM with a Simple RL Recipe. CoRR Bingxiang He, Zekai Qu, Zeyuan Liu, Yinghao Chen, Yuxin Zuo, Cheng Qian, Kaiyan Zhang, Weize Chen, Chaojun Xiao, Ganqu Cui, Ning Ding, Zhiyuan Liu
2025	J	`jnl`	KARE-RAG: Knowledge-Aware Refinement and Enhancement for RAG. CoRR Yongjian Li, HaoCheng Chu, Yukun Yan, Zhenghao Liu, Shi Yu, Zheni Zeng, Ruobing Wang, Sen Song, Zhiyuan Liu, Maosong Sun
2025	—	`conf`	KBAlign: Efficient Self Adaptation on Specific Textual Knowledge Bases. EMNLP (Findings) Zheni Zeng, Yuxuan Chen, Shi Yu, Ruobing Wang, Yukun Yan, Zhenghao Liu, Shuo Wang, Xu Han, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	KG-Infused RAG: Augmenting Corpus-Based RAG with External Knowledge Graphs. CoRR Dingjun Wu, Yukun Yan, Zhenghao Liu, Zhiyuan Liu, Maosong Sun
2025	—	`conf`	LLM×MapReduce-V3: Enabling Interactive In-Depth Survey Generation through a MCP-Driven Hierarchically Modular Agent System. EMNLP (System Demonstrations) Yu Chao, Siyu Lin, Xiaorong Wang, Zhu Zhang, Zihan Zhou, Haoyu Wang, Shuo Wang, Jie Zhou, Zhiyuan Liu, Maosong Sun
2025	—	`conf`	LLM×MapReduce: Simplified Long-Sequence Processing using Large Language Models. ACL (1) Zihan Zhou, Chong Li, Xinyi Chen, Shuo Wang, Yu Chao, Zhili Li, Haoyu Wang, Qi Shi, Zhixing Tan, Xu Han, Xiaodong Shi, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	LLM⨉MapReduce-V2: Entropy-Driven Convolutional Test-Time Scaling for Generating Long-Form Articles from Extremely Long Resources. CoRR Haoyu Wang, Yujia Fu, Zhu Zhang, Shuo Wang, Zirui Ren, Xiaorong Wang, Zhili Li, Chaoqun He, Bo An, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	LLM⨉MapReduce-V3: Enabling Interactive In-Depth Survey Generation through a MCP-Driven Hierarchically Modular Agent System. CoRR Yu Chao, Siyu Lin, Xiaorong Wang, Zhu Zhang, Zihan Zhou, Haoyu Wang, Shuo Wang, Jie Zhou, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	LLaVA-UHD v3: Progressive Visual Compression for Efficient Native-Resolution Encoding in MLLMs. CoRR Shichu Sun, Yichen Zhang, Haolin Song, Zonghao Guo, Chi Chen, Yidan Zhang, Yuan Yao, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	Large Language Models' Complicit Responses to Illicit Instructions across Socio-Legal Contexts. CoRR Xing Wang, Huiyuan Xie, Yiyan Wang, Chaojun Xiao, Huimin Chen, Holli Sargeant, Felix Steffek, Jie Shao, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	Learning 3D Anisotropic Noise Distributions Improves Molecular Force Field Modeling. CoRR Xixian Liu, Rui Jiao, Zhiyuan Liu, Yurou Liu, Yang Liu, Ziheng Lu, Wenbing Huang, Yang Zhang, Yixin Cao
2025	J	`jnl`	Learning More Effective Representations for Dense Retrieval through Deliberate Thinking Before Search. CoRR Yifan Ji, Zhipeng Xu, Zhenghao Liu, Yukun Yan, Shi Yu, Yishan Li, Zhiyuan Liu, Yu Gu, Ge Yu, Maosong Sun
2025	—	`conf`	Learning Refined Document Representations for Dense Retrieval via Deliberate Thinking. SIGIR-AP Yifan Ji, Zhipeng Xu, Zhenghao Liu, Yukun Yan, Shi Yu, Yishan Li, Zhiyuan Liu, Yu Gu, Ge Yu, Maosong Sun
2025	J	`jnl`	Learning in Context: Personalizing Educational Content with Large Language Models to Enhance Student Learning. CoRR Joy Lim Jia Yin, Daniel Zhang-Li, Jifan Yu, Xin Cong, Ye He, Zhiyuan Liu, Huiqin Liu, Lei Hou, Juanzi Li, Bin Xu
2025	J	`jnl`	Learning to Focus: Causal Attention Distillation via Gradient-Guided Token Pruning. CoRR Yiju Guo, Wenkai Yang, Zexu Sun, Ning Ding, Zhiyuan Liu, Yankai Lin
2025	—	`conf`	Learning to Generate Structured Output with Schema Reinforcement Learning. ACL (1) Yaxi Lu, Haolun Li, Xin Cong, Zhong Zhang, Yesai Wu, Yankai Lin, Zhiyuan Liu, Fangming Liu, Maosong Sun
2025	J	`jnl`	Learning to Generate Structured Output with Schema Reinforcement Learning. CoRR Yaxi Lu, Haolun Li, Xin Cong, Zhong Zhang, Yesai Wu, Yankai Lin, Zhiyuan Liu, Fangming Liu, Maosong Sun
2025	J	`jnl`	Learning to Route Queries Across Knowledge Bases for Step-wise Retrieval-Augmented Reasoning. CoRR Chunyi Peng, Zhipeng Xu, Zhenghao Liu, Yishan Li, Yukun Yan, Shuo Wang, Zhiyuan Liu, Yu Gu, Minghe Yu, Ge Yu, Maosong Sun
2025	J	`jnl`	LecEval: An Automated Metric for Multimodal Knowledge Acquisition in Multimedia Learning. CoRR Joy Lim Jia Yin, Daniel Zhang-Li, Jifan Yu, Haoxuan Li, Shangqing Tu, Yuanchun Wang, Zhiyuan Liu, Huiqin Liu, Lei Hou, Juanzi Li, Bin Xu
2025	A*	`conf`	LongWriter-V: Enabling Ultra-Long and High-Fidelity Generation in Vision-Language Models. ACM Multimedia Shangqing Tu, Yucheng Wang, Daniel Zhang-Li, Yushi Bai, Jifan Yu, Yuhao Wu, Lei Hou, Huiqin Liu, Zhiyuan Liu, Bin Xu, Juanzi Li
2025	J	`jnl`	LongWriter-V: Enabling Ultra-Long and High-Fidelity Generation in Vision-Language Models. CoRR Shangqing Tu, Yucheng Wang, Daniel Zhang-Li, Yushi Bai, Jifan Yu, Yuhao Wu, Lei Hou, Huiqin Liu, Zhiyuan Liu, Bin Xu, Juanzi Li
2025	—	`conf`	MALoRA: Mixture of Asymmetric Low-Rank Adaptation for Enhanced Multi-Task Learning. NAACL (Findings) Xujia Wang, Haiyan Zhao, Shuo Wang, Hanqing Wang, Zhiyuan Liu
2025	J	`jnl`	Mapping Student-AI Interaction Dynamics in Multi-Agent Learning Environments: Supporting Personalised Learning and Reducing Performance Gaps. CoRR Zhanxin Hao, Jie Cao, Ruimiao Li, Jifan Yu, Zhiyuan Liu, Yu Zhang
2025	—	`conf`	Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models. ACL (Findings) You Li, Heyu Huang, Chi Chen, Kaiyu Huang, Chao Huang, Zonghao Guo, Zhiyuan Liu, Jinan Xu, Yuhua Li, Ruixuan Li, Maosong Sun
2025	J	`jnl`	Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models. CoRR You Li, Heyu Huang, Chi Chen, Kaiyu Huang, Chao Huang, Zonghao Guo, Zhiyuan Liu, Jinan Xu, Yuhua Li, Ruixuan Li, Maosong Sun
2025	J	`jnl`	MiniCPM-V 4.5: Cooking Efficient MLLMs via Architecture, Data, and Training Recipe. CoRR Tianyu Yu, Zefan Wang, Chongyi Wang, Fuwei Huang, Wenshuo Ma, Zhihui He, Tianchi Cai, Weize Chen, Yuxiang Huang, Yuanqian Zhao, Bokai Xu, Junbo Cui, Yingjing Xu, Liqing Ruan, Luoyuan Zhang, Hanyu Liu, Jingkun Tang, Hongyuan Liu, Qining Guo, Wenhao Hu, Bingxiang He, Jie Zhou, Jie Cai, Ji Qi, Zonghao Guo, Chi Chen, Guoyang Zeng, Yuxuan Li, Ganqu Cui, Ning Ding, Xu Han, Yuan Yao, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	MiniCPM4: Ultra-Efficient LLMs on End Devices. CoRR Chaojun Xiao, Yuxuan Li, Xu Han, Yuzhuo Bai, Jie Cai, Haotian Chen, Wentong Chen, Xin Cong, Ganqu Cui, Ning Ding, Shengda Fan, Yewei Fang, Zixuan Fu, Wenyu Guan, Yitong Guan, Junshao Guo, Yufeng Han, Bingxiang He, Yuxiang Huang, Cunliang Kong, Qiuzuo Li, Siyuan Li, Wenhao Li, Yanghao Li, Yishan Li, Zhen Li, Dan Liu, Biyuan Lin, Yankai Lin, Xiang Long, Quanyu Lu, Yaxi Lu, Peiyan Luo, Hongya Lyu, Litu Ou, Yinxu Pan, Zekai Qu, Qundong Shi, Zijun Song, Jiayuan Su, Zhou Su, Ao Sun, Xianghui Sun, Peijun Tang, Fangzheng Wang, Feng Wang, Shuo Wang, Yudong Wang, Yesai Wu, Zhenyu Xiao, Jie Xie, Zihao Xie, Yukun Yan, Jiarui Yuan, Kaihuo Zhang, Lei Zhang, Linyue Zhang, Xueren Zhang, Yudi Zhang, Hengyu Zhao, Weilin Zhao, Weilun Zhao, Yuanqian Zhao, Zhi Zheng, Ge Zhou, Jie Zhou, Wei Zhou, Zihan Zhou, Zixuan Zhou, Zhiyuan Liu, Guoyang Zeng, Chao Jia, Dahai Li, Maosong Sun
2025	J	`jnl`	Monocle: Hybrid Local-Global In-Context Evaluation for Long-Text Generation with Uncertainty-Based Active Learning. CoRR Xiaorong Wang, Ting Yang, Zhu Zhang, Shuo Wang, Zihan Zhou, Liner Yang, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	Multi-Agent Collaboration via Evolving Orchestration. CoRR Yufan Dang, Chen Qian, Xueheng Luo, Jingru Fan, Zihao Xie, Ruijie Shi, Weize Chen, Cheng Yang, Xiaoyin Che, Ye Tian, Xuantang Xiong, Lei Han, Zhiyuan Liu, Maosong Sun
2025	B	`conf`	Multi-Modal Multi-Granularity Tokenizer for Chu Bamboo Slips. COLING Yingfa Chen, Chenlong Hu, Cong Feng, Chenyang Song, Shi Yu, Xu Han, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	Multimodal Language Modeling for High-Accuracy Single Cell Transcriptomics Analysis and Generation. CoRR Yaorui Shi, Jiaqi Yang, Sihang Li, Junfeng Fang, Cheng-Xiang Wang, Zhiyuan Liu, Yang Zhang
2025	A*	`conf`	NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation. ICLR Zhiyuan Liu, Yanchen Luo, Han Huang, Enzhi Zhang, Sihang Li, Junfeng Fang, Yaorui Shi, Xiang Wang, Kenji Kawaguchi, Tat-Seng Chua
2025	J	`jnl`	NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation. CoRR Zhiyuan Liu, Yanchen Luo, Han Huang, Enzhi Zhang, Sihang Li, Junfeng Fang, Yaorui Shi, Xiang Wang, Kenji Kawaguchi, Tat-Seng Chua
2025	J	`jnl`	NOSA: Native and Offloadable Sparse Attention. CoRR Yuxiang Huang, Chaojun Xiao, Xu Han, Zhiyuan Liu
2025	A*	`conf`	On LLM-Based Scientific Inductive Reasoning Beyond Equations. EMNLP Brian S. Lin, Jiaxin Yuan, Zihan Zhou, Shouli Wang, Shuo Wang, Cunliang Kong, Qi Shi, Yuxuan Li, Liner Yang, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	On LLM-Based Scientific Inductive Reasoning Beyond Equations. CoRR Brian S. Lin, Jiaxin Yuan, Zihan Zhou, Shouli Wang, Shuo Wang, Cunliang Kong, Qi Shi, Yuxuan Li, Liner Yang, Zhiyuan Liu, Maosong Sun
2025	—	`conf`	Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System. ACL (Findings) Weize Chen, Jiarui Yuan, Chen Qian, Cheng Yang, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	Optimal RoPE extension via Bayesian Optimization for training-free length generalization. AI Open Xinrong Zhang, Shengding Hu, Weilin Zhao, Huadong Wang, Xu Han, Chaoqun He, Guoyang Zeng, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	PRING: Rethinking Protein-Protein Interaction Prediction from Pairs to Graphs. CoRR Xinzhe Zheng, Hao Du, Fanding Xu, Jinzhe Li, Zhiyuan Liu, Wenkang Wang, Tao Chen, Wanli Ouyang, Stan Z. Li, Yan Lu, Nanqing Dong, Yang Zhang
2025	J	`jnl`	ParamMute: Suppressing Knowledge-Critical FFNs for Faithful Retrieval-Augmented Generation. CoRR Pengcheng Huang, Zhenghao Liu, Yukun Yan, Haiyan Zhao, Xiaoyuan Yi, Hao Chen, Zhiyuan Liu, Maosong Sun, Tong Xiao, Ge Yu, Chenyan Xiong
2025	—	`conf`	PersLLM: A Personified Training Approach for Large Language Models. EMNLP (Findings) Zheni Zeng, Jiayi Chen, Huimin Chen, Yukun Yan, Yuxuan Chen, Zhenghao Liu, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	Personalized Learning Path Planning with Goal-Driven Learner State Modeling. CoRR Joy Lim Jia Yin, Ye He, Jifan Yu, Xin Cong, Daniel Zhang-Li, Zhiyuan Liu, Huiqin Liu, Lei Hou, Juanzi Li, Bin Xu
2025	B	`conf`	ProSparse: Introducing and Enhancing Intrinsic Activation Sparsity within Large Language Models. COLING Chenyang Song, Xu Han, Zhengyan Zhang, Shengding Hu, Xiyu Shi, Kuai Li, Chen Chen, Zhiyuan Liu, Guangli Li, Tao Yang, Maosong Sun
2025	A*	`conf`	Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance. ICLR Yaxi Lu, Shenzhi Yang, Cheng Qian, Guirong Chen, Qinyu Luo, Yesai Wu, Huadong Wang, Xin Cong, Zhong Zhang, Yankai Lin, Weiwen Liu, Yasheng Wang, Zhiyuan Liu, Fangming Liu, Maosong Sun
2025	J	`jnl`	Process Reinforcement through Implicit Rewards. CoRR Ganqu Cui, Lifan Yuan, Zefan Wang, Hanbin Wang, Wendi Li, Bingxiang He, Yuchen Fan, Tianyu Yu, Qixin Xu, Weize Chen, Jiarui Yuan, Huayu Chen, Kaiyan Zhang, Xingtai Lv, Shuo Wang, Yuan Yao, Xu Han, Hao Peng, Yu Cheng, Zhiyuan Liu, Maosong Sun, Bowen Zhou, Ning Ding
2025	A*	`conf`	RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards. ICLR Xinze Li, Sen Mei, Zhenghao Liu, Yukun Yan, Shuo Wang, Shi Yu, Zheni Zeng, Hao Chen, Ge Yu, Zhiyuan Liu, Maosong Sun, Chenyan Xiong
2025	—	`conf`	RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework. ACL (1) Kunlun Zhu, Yifan Luo, Dingling Xu, Yukun Yan, Zhenghao Liu, Shi Yu, Ruobing Wang, Shuo Wang, Yishan Li, Nan Zhang, Xu Han, Zhiyuan Liu, Maosong Sun
2025	A*	`conf`	RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness. CVPR Tianyu Yu, Haoye Zhang, Qiming Li, Qixin Xu, Yuan Yao, Da Chen, Xiaoman Lu, Ganqu Cui, Yunkai Dang, Taiwen He, Xiaocheng Feng, Jun Song, Bo Zheng, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun
2025	J	`jnl`	RLPR: Extrapolating RLVR to General Domains without Verifiers. CoRR Tianyu Yu, Bo Ji, Shouli Wang, Shu Yao, Zefan Wang, Ganqu Cui, Lifan Yuan, Ning Ding, Yuan Yao, Zhiyuan Liu, Maosong Sun, Tat-Seng Chua
2025	A*	`conf`	Rational Decision-Making Agent with Learning Internal Utility Judgment. ICLR Yining Ye, Xin Cong, Shizuo Tian, Yujia Qin, Chong Liu, Yankai Lin, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	ReXMoE: Reusing Experts with Minimal Overhead in Mixture-of-Experts. CoRR Zheyue Tan, Zhiyuan Liu, Tao Yuan, Dong Zhou, Weilin Liu, Yueqing Zhuang, Yadong Li, Guowei Niu, Cheng Qin, Zhuyu Yao, Congyi Liu, Haiyang Xu, Boxun Li, Guohao Dai, Bo Zhao, Yu Wang
2025	A*	`conf`	Scaling Large Language Model-based Multi-Agent Collaboration. ICLR Chen Qian, Zihao Xie, Yifei Wang, Wei Liu, Kunlun Zhu, Hanchen Xia, Yufan Dang, Zhuoyun Du, Weize Chen, Cheng Yang, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	Search and Refine During Think: Autonomous Retrieval-Augmented Reasoning of LLMs. CoRR Yaorui Shi, Sihang Li, Chang Wu, Zhiyuan Liu, Junfeng Fang, Hengxing Cai, An Zhang, Xiang Wang
2025	—	`conf`	Seq1F1B: Efficient Sequence-Level Pipeline Parallelism for Large Language Model Training. NAACL (Long Papers) Sun Ao, Weilin Zhao, Xu Han, Cheng Yang, Xinrong Zhang, Zhiyuan Liu, Chuan Shi, Maosong Sun
2025	—	`conf`	Simulating Classroom Education with LLM-Empowered Agents. NAACL (Long Papers) Zheyuan Zhang, Daniel Zhang-Li, Jifan Yu, Linlu Gong, Jinchang Zhou, Zhanxin Hao, Jianxiao Jiang, Jie Cao, Huiqin Liu, Zhiyuan Liu, Lei Hou, Juanzi Li
2025	A*	`conf`	Sparsing Law: Towards Large Language Models with Greater Activation Sparsity. ICML Yuqi Luo, Chenyang Song, Xu Han, Yingfa Chen, Chaojun Xiao, Xiaojun Meng, Liqun Deng, Jiansheng Wei, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	StateX: Enhancing RNN Recall via Post-training State Expansion. CoRR Xingyu Shen, Yingfa Chen, Zhen Leng Thai, Xu Han, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	Student engagement in collaborative learning with AI agents in an LLM-empowered learning environment: A cluster analysis. CoRR Zhanxin Hao, Jianxiao Jiang, Jifan Yu, Zhiyuan Liu, Yu Zhang
2025	J	`jnl`	SurveyBench: Can LLM(-Agents) Write Academic Surveys that Align with Reader Needs? CoRR Zhaojun Sun, Xuzhou Zhu, Xuanhe Zhou, Xin Tong, Shuo Wang, Jie Fu, Guoliang Li, Zhiyuan Liu, Fan Wu
2025	J	`jnl`	TextVidBench: A Benchmark for Long Video Scene Text Understanding. CoRR Yangyang Zhong, Ji Qi, Yuan Yao, Pengxin Luo, Yunfeng Yan, Donglian Qi, Zhiyuan Liu, Tat-Seng Chua
2025	J	`jnl`	The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models. CoRR Ganqu Cui, Yuchen Zhang, Jiacheng Chen, Lifan Yuan, Zhi Wang, Yuxin Zuo, Haozhan Li, Yuchen Fan, Huayu Chen, Weize Chen, Zhiyuan Liu, Hao Peng, Lei Bai, Wanli Ouyang, Yu Cheng, Bowen Zhou, Ning Ding
2025	J	`jnl`	The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training. CoRR Weize Chen, Jiarui Yuan, Tailin Jin, Ning Ding, Huimin Chen, Zhiyuan Liu, Maosong Sun
2025	—	`conf`	The Right Time Matters: Data Arrangement Affects Zero-Shot Generalization in Instruction Tuning. ACL (Findings) Bingxiang He, Ning Ding, Cheng Qian, Jia Deng, Ganqu Cui, Lifan Yuan, Haiwen Hong, Huan-ang Gao, Longtao Huang, Hui Xue, Huimin Chen, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	Thoroughly Modeling Multi-domain Pre-trained Recommendation as Language. ACM Trans. Inf. Syst. Zekai Qu, Ruobing Xie, Chaojun Xiao, Yuan Yao, Zhiyuan Liu, Fengzong Lian, Zhanhui Kang, Jie Zhou
2025	J	`jnl`	ToLeaP: Rethinking Development of Tool Learning with Large Language Models. CoRR Haotian Chen, Zijun Song, Boye Niu, Ke Zhang, Litu Ou, Yaxi Lu, Zhong Zhang, Xin Cong, Yankai Lin, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	Tool Learning with Foundation Models. ACM Comput. Surv. Yujia Qin, Shengding Hu, Yankai Lin, Weize Chen, Ning Ding, Ganqu Cui, Zheni Zeng, Xuanhe Zhou, Yufei Huang, Chaojun Xiao, Chi Han, Yi R. Fung, Yusheng Su, Huadong Wang, Cheng Qian, Runchu Tian, Kunlun Zhu, Shihao Liang, Xingyu Shen, Bokai Xu, Zhen Zhang, Yining Ye, Bowen Li, Ziwei Tang, Jing Yi, Yuzhang Zhu, Zhenning Dai, Lan Yan, Xin Cong, Yaxi Lu, Weilin Zhao, Yuxiang Huang, Junxi Yan, Xu Han, Xian Sun, Dahai Li, Jason Phang, Cheng Yang, Tongshuang Wu, Heng Ji, Guoliang Li, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	Towards Unified Latent Space for 3D Molecular Latent Diffusion Modeling. CoRR Yanchen Luo, Zhiyuan Liu, Yi Zhao, Sihang Li, Kenji Kawaguchi, Tat-Seng Chua, Xiang Wang
2025	—	`conf`	TritonBench: Benchmarking Large Language Model Capabilities for Generating Triton Operators. ACL (Findings) Jianling Li, Shangzhan Li, Zhenye Gao, Qi Shi, Yuxuan Li, Zefan Wang, Jiacheng Huang, WangHaojie WangHaojie, Jianrong Wang, Xu Han, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	TritonBench: Benchmarking Large Language Model Capabilities for Generating Triton Operators. CoRR Jianling Li, Shangzhan Li, Zhenye Gao, Qi Shi, Yuxuan Li, Zefan Wang, Jiacheng Huang, Haojie Wang, Jianrong Wang, Xu Han, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	Ultra-FineWeb: Efficient Data Filtering and Verification for High-Quality LLM Training Data. CoRR Yudong Wang, Zixuan Fu, Jie Cai, Peijun Tang, Hongya Lyu, Yewei Fang, Zhi Zheng, Jie Zhou, Guoyang Zeng, Chaojun Xiao, Xu Han, Zhiyuan Liu
2025	J	`jnl`	UltraRAG: A Modular and Automated Toolkit for Adaptive Retrieval-Augmented Generation. CoRR Yuxuan Chen, Dewen Guo, Sen Mei, Xinze Li, Hao Chen, Yishan Li, Yixuan Wang, Chaoyue Tang, Ruobing Wang, Dingjun Wu, Yukun Yan, Zhenghao Liu, Shi Yu, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	VisRAG 2.0: Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation. CoRR Yubo Sun, Chunyi Peng, Yukun Yan, Shi Yu, Zhenghao Liu, Chi Chen, Zhiyuan Liu, Maosong Sun
2025	A*	`conf`	VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents. ICLR Shi Yu, Chaoyue Tang, Bokai Xu, Junbo Cui, Junhao Ran, Yukun Yan, Zhenghao Liu, Shuo Wang, Xu Han, Zhiyuan Liu, Maosong Sun
2025	A*	`conf`	WorkflowLLM: Enhancing Workflow Orchestration Capability of Large Language Models. ICLR Shengda Fan, Xin Cong, Yuepeng Fu, Zhong Zhang, Shuyan Zhang, Yuanwei Liu, Yesai Wu, Yankai Lin, Zhiyuan Liu, Maosong Sun
2025	A*	`conf`	XLRS-Bench: Could Your Multimodal LLMs Understand Extremely Large Ultra-High-Resolution Remote Sensing Imagery? CVPR Fengxiang Wang, Hongzhen Wang, Zonghao Guo, Di Wang, Yulin Wang, Mingshuo Chen, Qiang Ma, Long Lan, Wenjing Yang, Jing Zhang, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	XLRS-Bench: Could Your Multimodal LLMs Understand Extremely Large Ultra-High-Resolution Remote Sensing Imagery? CoRR Fengxiang Wang, Hongzhen Wang, Mingshuo Chen, Di Wang, Yulin Wang, Zonghao Guo, Qiang Ma, Long Lan, Wenjing Yang, Jing Zhang, Zhiyuan Liu, Maosong Sun
2025	J	`jnl`	dVLA: Diffusion Vision-Language-Action Model with Multimodal Chain-of-Thought. CoRR Junjie Wen, Minjie Zhu, Jiaming Liu, Zhiyuan Liu, Yicun Yang, Linfeng Zhang, Shanghang Zhang, Yichen Zhu, Yi Xu
2024	C	`conf`	ABCF: An Adaptive Balanced Multimodal Website Classification Framework. CSCWD Zhiyuan Liu, Wei Liu, Xinyang Tong, Qi Shen, Qiang Zheng, Hengrui Hu, Hong Liu, Xiaojie Wang
2024	J	`jnl`	ACDiT: Interpolating Autoregressive Conditional Modeling and Diffusion Transformer. CoRR Jinyi Hu, Shengding Hu, Yuxuan Song, Yufei Huang, Mingxuan Wang, Hao Zhou, Zhiyuan Liu, Wei-Ying Ma, Maosong Sun
2024	J	`jnl`	ActiveRAG: Revealing the Treasures of Knowledge via Active Learning. CoRR Zhipeng Xu, Zhenghao Liu, Yibin Liu, Chenyan Xiong, Yukun Yan, Shuo Wang, Shi Yu, Zhiyuan Liu, Ge Yu
2024	—	`conf`	AdaNAT: Exploring Adaptive Policy for Token-Based Image Generation. ECCV (16) Zanlin Ni, Yulin Wang, Renping Zhou, Rui Lu, Jiayi Guo, Jinyi Hu, Zhiyuan Liu, Yuan Yao, Gao Huang
2024	J	`jnl`	AdaNAT: Exploring Adaptive Policy for Token-Based Image Generation. CoRR Zanlin Ni, Yulin Wang, Renping Zhou, Rui Lu, Jiayi Guo, Jinyi Hu, Zhiyuan Liu, Yuan Yao, Gao Huang
2024	J	`jnl`	Advancing LLM Reasoning Generalists with Preference Trees. CoRR Lifan Yuan, Ganqu Cui, Hanbin Wang, Ning Ding, Xingyao Wang, Jia Deng, Boji Shan, Huimin Chen, Ruobing Xie, Yankai Lin, Zhenghao Liu, Bowen Zhou, Hao Peng, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	AgentMonitor: A Plug-and-Play Framework for Predictive and Secure Multi-Agent Systems. CoRR Chi-Min Chan, Jianxuan Yu, Weize Chen, Chunyang Jiang, Xinyu Liu, Weijie Shi, Zhiyuan Liu, Wei Xue, Yike Guo
2024	A*	`conf`	AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors. ICLR Weize Chen, Yusheng Su, Jingwei Zuo, Cheng Yang, Chenfei Yuan, Chi-Min Chan, Heyang Yu, Yaxi Lu, Yi-Hsin Hung, Chen Qian, Yujia Qin, Xin Cong, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou
2024	J	`jnl`	Awaking the Slides: A Tuning-free and Knowledge-regulated AI Tutoring System via Language Model Coordination. CoRR Daniel Zhang-Li, Zheyuan Zhang, Jifan Yu, Joy Lim Jia Yin, Shangqing Tu, Linlu Gong, Haohua Wang, Zhiyuan Liu, Huiqin Liu, Lei Hou, Juanzi Li
2024	—	`conf`	Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication. EMNLP (Findings) Weize Chen, Chenfei Yuan, Jiarui Yuan, Yusheng Su, Chen Qian, Cheng Yang, Ruobing Xie, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication. CoRR Weize Chen, Chenfei Yuan, Jiarui Yuan, Yusheng Su, Chen Qian, Cheng Yang, Ruobing Xie, Zhiyuan Liu, Maosong Sun
2024	A*	`conf`	Beyond the Turn-Based Game: Enabling Real-Time Conversations with Duplex Models. EMNLP Xinrong Zhang, Yingfa Chen, Shengding Hu, Xu Han, Zihang Xu, Yuanwei Xu, Weilin Zhao, Maosong Sun, Zhiyuan Liu
2024	J	`jnl`	Beyond the Turn-Based Game: Enabling Real-Time Conversations with Duplex Models. CoRR Xinrong Zhang, Yingfa Chen, Shengding Hu, Xu Han, Zihang Xu, Yuanwei Xu, Weilin Zhao, Maosong Sun, Zhiyuan Liu
2024	J	`jnl`	BurstAttention: An Efficient Distributed Attention Framework for Extremely Long Sequences. CoRR Sun Ao, Weilin Zhao, Xu Han, Cheng Yang, Zhiyuan Liu, Chuan Shi, Maosong Sun, Shengnan Wang, Teng Su
2024	J	`jnl`	CPT: Colorful Prompt Tuning for pre-trained vision-language models. AI Open Yuan Yao, Ao Zhang, Zhengyan Zhang, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun
2024	A*	`conf`	Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models. NeurIPS Xin Li, Weize Chen, Qizhi Chu, Haopeng Li, Zhaojun Sun, Ran Li, Chen Qian, Yiwei Wei, Chuan Shi, Zhiyuan Liu, Maosong Sun, Cheng Yang
2024	J	`jnl`	Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models. CoRR Xin Li, Weize Chen, Qizhi Chu, Haopeng Li, Zhaojun Sun, Ran Li, Chen Qian, Yiwei Wei, Zhiyuan Liu, Chuan Shi, Maosong Sun, Cheng Yang
2024	A*	`conf`	Chain of Thought Empowers Transformers to Solve Inherently Serial Problems. ICLR Zhiyuan Liu, Hong Liu, Denny Zhou, Tengyu Ma
2024	—	`conf`	ChatDev: Communicative Agents for Software Development. ACL (1) Chen Qian, Wei Liu, Hongzhang Liu, Nuo Chen, Yufan Dang, Jiahao Li, Cheng Yang, Weize Chen, Yusheng Su, Xin Cong, Juyuan Xu, Dahai Li, Zhiyuan Liu, Maosong Sun
2024	A*	`conf`	ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate. ICLR Chi-Min Chan, Weize Chen, Yusheng Su, Jianxuan Yu, Wei Xue, Shanghang Zhang, Jie Fu, Zhiyuan Liu
2024	J	`jnl`	ChatMol: interactive molecular discovery with natural language. Bioinform. Zheni Zeng, Bangchen Yin, Shipeng Wang, Jiarui Liu, Cheng Yang, Haishen Yao, Xingzhi Sun, Maosong Sun, Guotong Xie, Zhiyuan Liu
2024	J	`jnl`	Cleaner Pretraining Corpus Curation with Neural Web Scraping. CoRR Zhipeng Xu, Zhenghao Liu, Yukun Yan, Zhiyuan Liu, Chenyan Xiong, Ge Yu
2024	J	`jnl`	Configurable Foundation Models: Building LLMs from a Modular Perspective. CoRR Chaojun Xiao, Zhengyan Zhang, Chenyang Song, Dazhi Jiang, Feng Yao, Xu Han, Xiaozhi Wang, Shuo Wang, Yufei Huang, Guanyu Lin, Yingfa Chen, Weilin Zhao, Yuge Tu, Zexuan Zhong, Ao Zhang, Chenglei Si, Moo Khai Hao, Chenyang Zhao, Huimin Chen, Yankai Lin, Zhiyuan Liu, Jingbo Shang, Maosong Sun
2024	A*	`conf`	Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment. EMNLP Yiju Guo, Ganqu Cui, Lifan Yuan, Ning Ding, Zexu Sun, Bowen Sun, Huimin Chen, Ruobing Xie, Jie Zhou, Yankai Lin, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment. CoRR Yiju Guo, Ganqu Cui, Lifan Yuan, Ning Ding, Jiexin Wang, Huimin Chen, Bowen Sun, Ruobing Xie, Jie Zhou, Yankai Lin, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	Correction to: Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-level Backdoor Attacks. Mach. Intell. Res. Zhengyan Zhang, Guangxuan Xiao, Yongwei Li, Tian Lv, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Xin Jiang, Maosong Sun
2024	J	`jnl`	D-Bot: Database Diagnosis System using Large Language Models. Proc. VLDB Endow. Xuanhe Zhou, Guoliang Li, Zhaoyan Sun, Zhiyuan Liu, Weize Chen, Jianming Wu, Jiesi Liu, Ruohang Feng, Guoyang Zeng
2024	—	`conf`	DebugBench: Evaluating Debugging Capability of Large Language Models. ACL (Findings) Runchu Tian, Yining Ye, Yujia Qin, Xin Cong, Yankai Lin, Yinxu Pan, Yesai Wu, Haotian Hui, Weichuan Liu, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	DebugBench: Evaluating Debugging Capability of Large Language Models. CoRR Runchu Tian, Yining Ye, Yujia Qin, Xin Cong, Yankai Lin, Yinxu Pan, Yesai Wu, Zhiyuan Liu, Maosong Sun
2024	A*	`conf`	DecorateLM: Data Engineering through Corpus Rating, Tagging, and Editing with Language Models. EMNLP Ranchi Zhao, Zhen Leng Thai, Yifan Zhang, Shengding Hu, Jie Zhou, Yunqi Ba, Jie Cai, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	DecorateLM: Data Engineering through Corpus Rating, Tagging, and Editing with Language Models. CoRR Ranchi Zhao, Zhen Leng Thai, Yifan Zhang, Shengding Hu, Yunqi Ba, Jie Zhou, Jie Cai, Zhiyuan Liu, Maosong Sun
2024	A*	`conf`	Delta-CoMe: Training-Free Delta-Compression with Mixed-Precision for Large Language Models. NeurIPS Bowen Ping, Shuo Wang, Hanqing Wang, Xu Han, Yuzhuang Xu, Yukun Yan, Yun Chen, Baobao Chang, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	Delta-CoMe: Training-Free Delta-Compression with Mixed-Precision for Large Language Models. CoRR Bowen Ping, Shuo Wang, Hanqing Wang, Xu Han, Yuzhuang Xu, Yukun Yan, Yun Chen, Baobao Chang, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	Densing Law of LLMs. CoRR Chaojun Xiao, Jie Cai, Weilin Zhao, Guoyang Zeng, Biyuan Lin, Jie Zhou, Zhi Zheng, Xu Han, Zhiyuan Liu, Maosong Sun
2024	A*	`conf`	ENAT: Rethinking Spatial-temporal Interactions in Token-based Image Synthesis. NeurIPS Zanlin Ni, Yulin Wang, Renping Zhou, Yizeng Han, Jiayi Guo, Zhiyuan Liu, Yuan Yao, Gao Huang
2024	J	`jnl`	ENAT: Rethinking Spatial-temporal Interactions in Token-based Image Synthesis. CoRR Zanlin Ni, Yulin Wang, Renping Zhou, Yizeng Han, Jiayi Guo, Zhiyuan Liu, Yuan Yao, Gao Huang
2024	A	`conf`	Empowering Private Tutoring by Chaining Large Language Models. CIKM Yulin Chen, Ning Ding, Hai-Tao Zheng, Zhiyuan Liu, Maosong Sun, Bowen Zhou
2024	J	`jnl`	Enabling Real-Time Conversations with Minimal Training Costs. CoRR Wang Xu, Shuo Wang, Weilin Zhao, Xu Han, Yukun Yan, Yudi Zhang, Zhe Tao, Zhiyuan Liu, Wanxiang Che
2024	A*	`conf`	Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs. EMNLP Cheng Gao, Chaojun Xiao, Zhenghao Liu, Huimin Chen, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs. CoRR Cheng Gao, Chaojun Xiao, Zhenghao Liu, Huimin Chen, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	Enhancing the Code Debugging Ability of LLMs via Communicative Agent Based Data Refinement. CoRR Weiqing Yang, Hanbin Wang, Zhenghao Liu, Xinze Li, Yukun Yan, Shuo Wang, Yu Gu, Minghe Yu, Zhiyuan Liu, Ge Yu
2024	—	`conf`	Experiential Co-Learning of Software-Developing Agents. ACL (1) Chen Qian, Yufan Dang, Jiahao Li, Wei Liu, Zihao Xie, Yifei Wang, Weize Chen, Cheng Yang, Xin Cong, Xiaoyin Che, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	Exploring Format Consistency for Instruction Tuning. Trans. Mach. Learn. Res. Shihao Liang, Runchu Tian, Kunlun Zhu, Yujia Qin, Huadong Wang, Xin Cong, Zhiyuan Liu, Xiaojiang Liu, Maosong Sun
2024	J	`jnl`	Exploring Universal Intrinsic Task Subspace for Few-Shot Learning via Prompt Tuning. IEEE ACM Trans. Audio Speech Lang. Process. Yujia Qin, Xiaozhi Wang, Yusheng Su, Yankai Lin, Ning Ding, Jing Yi, Weize Chen, Zhiyuan Liu, Juanzi Li, Lei Hou, Peng Li, Maosong Sun, Jie Zhou
2024	A*	`conf`	Exploring the Benefit of Activation Sparsity in Pre-training. ICML Zhengyan Zhang, Chaojun Xiao, Qiujieli Qin, Yankai Lin, Zhiyuan Zeng, Xu Han, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Jie Zhou
2024	J	`jnl`	Exploring the Benefit of Activation Sparsity in Pre-training. CoRR Zhengyan Zhang, Chaojun Xiao, Qiujieli Qin, Yankai Lin, Zhiyuan Zeng, Xu Han, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Jie Zhou
2024	—	`conf`	Fine-Grained Legal Argument-Pair Extraction via Coarse-Grained Pre-training. LREC/COLING Chaojun Xiao, Yutao Sun, Yuan Yao, Xu Han, Wenbin Zhang, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	Free Process Rewards without Process Labels. CoRR Lifan Yuan, Wendi Li, Huayu Chen, Ganqu Cui, Ning Ding, Kai Zhang, Bowen Zhou, Zhiyuan Liu, Hao Peng
2024	J	`jnl`	From MOOC to MAIC: Reshaping Online Teaching and Learning through LLM-driven Agents. CoRR Jifan Yu, Zheyuan Zhang, Daniel Zhang-Li, Shangqing Tu, Zhanxin Hao, Rui Miao Li, Haoxuan Li, Yuanchun Wang, Hanming Li, Linlu Gong, Jie Cao, Jiayin Lin, Jinchang Zhou, Fei Qin, Haohua Wang, Jianxiao Jiang, Lijun Deng, Yisi Zhan, Chaojun Xiao, Xusheng Dai, Xuan Yan, Nianyi Lin, Nan Zhang, Ruixin Ni, Yang Dang, Lei Hou, Yu Zhang, Xu Han, Manli Li, Juanzi Li, Zhiyuan Liu, Huiqin Liu, Maosong Sun
2024	—	`conf`	Fusion-in-T5: Unifying Variant Signals for Simple and Effective Document Ranking with Attention Fusion. LREC/COLING Shi Yu, Chenghao Fan, Chenyan Xiong, David Jin, Zhiyuan Liu, Zhenghao Liu
2024	J	`jnl`	GUICourse: From General Vision Language Models to Versatile GUI Agents. CoRR Wentong Chen, Junbo Cui, Jinyi Hu, Yujia Qin, Junjie Fang, Yue Zhao, Chongyi Wang, Jun Liu, Guirong Chen, Yupeng Huo, Yuan Yao, Yankai Lin, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	Hyperbolic Pre-Trained Language Model. IEEE ACM Trans. Audio Speech Lang. Process. Weize Chen, Xu Han, Yankai Lin, Kaichen He, Ruobing Xie, Jie Zhou, Zhiyuan Liu, Maosong Sun
2024	—	`conf`	INTERVENOR: Prompting the Coding Ability of Large Language Models with the Interactive Chain of Repair. ACL (Findings) Hanbin Wang, Zhenghao Liu, Shuo Wang, Ganqu Cui, Ning Ding, Zhiyuan Liu, Ge Yu
2024	A*	`conf`	InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context Memory. NeurIPS Chaojun Xiao, Pengle Zhang, Xu Han, Guangxuan Xiao, Yankai Lin, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	InfLLM: Unveiling the Intrinsic Capacity of LLMs for Understanding Extremely Long Sequences with Training-Free Memory. CoRR Chaojun Xiao, Pengle Zhang, Xu Han, Guangxuan Xiao, Yankai Lin, Zhengyan Zhang, Zhiyuan Liu, Song Han, Maosong Sun
2024	J	`jnl`	Intelligent System for Automated Molecular Patent Infringement Assessment. CoRR Yaorui Shi, Sihang Li, Taiyan Zhang, Xi Fang, Jiankun Wang, Zhiyuan Liu, Guojiang Zhao, Zhengdan Zhu, Zhifeng Gao, Renxin Zhong, Linfeng Zhang, Guolin Ke, Weinan E, Hengxing Cai, Xiang Wang
2024	J	`jnl`	Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence. CoRR Weize Chen, Ziming You, Ran Li, Yitong Guan, Chen Qian, Chenyang Zhao, Cheng Yang, Ruobing Xie, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	Investigate-Consolidate-Exploit: A General Strategy for Inter-Task Agent Self-Evolution. CoRR Cheng Qian, Shihao Liang, Yujia Qin, Yining Ye, Xin Cong, Yankai Lin, Yesai Wu, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	Iterative Experience Refinement of Software-Developing Agents. CoRR Chen Qian, Jiahao Li, Yufan Dang, Wei Liu, Yifei Wang, Zihao Xie, Weize Chen, Cheng Yang, Yingli Zhang, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	KBAlign: Efficient Self Adaptation on Specific Knowledge Bases. CoRR Zheni Zeng, Yuxuan Chen, Shi Yu, Yukun Yan, Zhenghao Liu, Shuo Wang, Xu Han, Zhiyuan Liu, Maosong Sun
2024	A*	`conf`	KoLA: Carefully Benchmarking World Knowledge of Large Language Models. ICLR Jifan Yu, Xiaozhi Wang, Shangqing Tu, Shulin Cao, Daniel Zhang-Li, Xin Lv, Hao Peng, Zijun Yao, Xiaohan Zhang, Hanming Li, Chunyang Li, Zheyuan Zhang, Yushi Bai, Yantao Liu, Amy Xin, Kaifeng Yun, Linlu Gong, Nianyi Lin, Jianhui Chen, Zhili Wu, Yunjia Qi, Weikai Li, Yong Guan, Kaisheng Zeng, Ji Qi, Hailong Jin, Jinxin Liu, Yu Gu, Yuan Yao, Ning Ding, Lei Hou, Zhiyuan Liu, Bin Xu, Jie Tang, Juanzi Li
2024	—	`conf`	LEGENT: Open Platform for Embodied Agents. ACL (3) Zhili Cheng, Zhitong Wang, Jinyi Hu, Shengding Hu, An Liu, Yuge Tu, Pengkai Li, Lei Shi, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	LEGENT: Open Platform for Embodied Agents. CoRR Zhili Cheng, Zhitong Wang, Jinyi Hu, Shengding Hu, An Liu, Yuge Tu, Pengkai Li, Lei Shi, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	LLM⨉MapReduce: Simplified Long-Sequence Processing using Large Language Models. CoRR Zihan Zhou, Chong Li, Xinyi Chen, Shuo Wang, Yu Chao, Zhili Li, Haoyu Wang, Rongqiao An, Qi Shi, Zhixing Tan, Xu Han, Xiaodong Shi, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	LLaVA-UHD v2: an MLLM Integrating High-Resolution Feature Pyramid via Hierarchical Window Transformer. CoRR Yipeng Zhang, Yifan Liu, Zonghao Guo, Yidan Zhang, Xuesong Yang, Chi Chen, Jun Song, Bo Zheng, Yuan Yao, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun
2024	—	`conf`	LLaVA-UHD: An LMM Perceiving Any Aspect Ratio and High-Resolution Images. ECCV (83) Zonghao Guo, Ruyi Xu, Yuan Yao, Junbo Cui, Zanlin Ni, Chunjiang Ge, Tat-Seng Chua, Zhiyuan Liu, Gao Huang
2024	J	`jnl`	LLaVA-UHD: an LMM Perceiving Any Aspect Ratio and High-Resolution Images. CoRR Ruyi Xu, Yuan Yao, Zonghao Guo, Junbo Cui, Zanlin Ni, Chunjiang Ge, Tat-Seng Chua, Zhiyuan Liu, Maosong Sun, Gao Huang
2024	—	`conf`	LM-Interview: An Easy-to-use Smart Interviewer System via Knowledge-guided Language Model Exploitation. EMNLP (System Demonstrations) Hanming Li, Jifan Yu, Ruimiao Li, Zhanxin Hao, Yan Xuan, Jiaxi Yuan, Bin Xu, Juanzi Li, Zhiyuan Liu
2024	—	`conf`	Large Language Model-based Human-Agent Collaboration for Complex Task Solving. EMNLP (Findings) Xueyang Feng, Zhiyuan Chen, Yujia Qin, Yankai Lin, Xu Chen, Zhiyuan Liu, Ji-Rong Wen
2024	J	`jnl`	Large Language Model-based Human-Agent Collaboration for Complex Task Solving. CoRR Xueyang Feng, Zhiyuan Chen, Yujia Qin, Yankai Lin, Xu Chen, Zhiyuan Liu, Ji-Rong Wen
2024	A*	`conf`	Large Multilingual Models Pivot Zero-Shot Multimodal Learning across Languages. ICLR Jinyi Hu, Yuan Yao, Chongyi Wang, Shan Wang, Yinxu Pan, Qianyu Chen, Tianyu Yu, Hanghao Wu, Yue Zhao, Haoye Zhang, Xu Han, Yankai Lin, Jiao Xue, Dahai Li, Zhiyuan Liu, Maosong Sun
2024	—	`conf`	LoRA-Flow: Dynamic LoRA Fusion for Large Language Models in Generative Tasks. ACL (1) Hanqing Wang, Bowen Ping, Shuo Wang, Xu Han, Yun Chen, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	LoRA-Flow: Dynamic LoRA Fusion for Large Language Models in Generative Tasks. CoRR Hanqing Wang, Bowen Ping, Shuo Wang, Xu Han, Yun Chen, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	Locret: Enhancing Eviction in Long-Context LLM Inference with Trained Retaining Heads. CoRR Yuxiang Huang, Binhang Yuan, Xu Han, Chaojun Xiao, Zhiyuan Liu
2024	—	`conf`	MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module Plugin. ACL (1) Tianshuo Zhou, Sen Mei, Xinze Li, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu, Yu Gu, Ge Yu
2024	—	`conf`	MAVEN-ARG: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation. ACL (1) Xiaozhi Wang, Hao Peng, Yong Guan, Kaisheng Zeng, Jianhui Chen, Lei Hou, Xu Han, Yankai Lin, Zhiyuan Liu, Ruobing Xie, Jie Zhou, Juanzi Li
2024	J	`jnl`	Mastering Text, Code and Math Simultaneously via Fusing Highly Specialized Language Models. CoRR Ning Ding, Yulin Chen, Ganqu Cui, Xingtai Lv, Weilin Zhao, Ruobing Xie, Bowen Zhou, Zhiyuan Liu, Maosong Sun
2024	—	`conf`	MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization. ACL (Findings) Zhiyu Yang, Zihan Zhou, Shuo Wang, Xin Cong, Xu Han, Yukun Yan, Zhenghao Liu, Zhixing Tan, Pengyuan Liu, Dong Yu, Zhiyuan Liu, Xiaodong Shi, Maosong Sun
2024	J	`jnl`	MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization. CoRR Zhiyu Yang, Zihan Zhou, Shuo Wang, Xin Cong, Xu Han, Yukun Yan, Zhenghao Liu, Zhixing Tan, Pengyuan Liu, Dong Yu, Zhiyuan Liu, Xiaodong Shi, Maosong Sun
2024	J	`jnl`	MiniCPM-V: A GPT-4V Level MLLM on Your Phone. CoRR Yuan Yao, Tianyu Yu, Ao Zhang, Chongyi Wang, Junbo Cui, Hongji Zhu, Tianchi Cai, Haoyu Li, Weilin Zhao, Zhihui He, Qianyu Chen, Huarong Zhou, Zhensheng Zou, Haoye Zhang, Shengding Hu, Zhi Zheng, Jie Zhou, Jie Cai, Xu Han, Guoyang Zeng, Dahai Li, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies. CoRR Shengding Hu, Yuge Tu, Xu Han, Chaoqun He, Ganqu Cui, Xiang Long, Zhi Zheng, Yewei Fang, Yuxiang Huang, Weilin Zhao, Xinrong Zhang, Zhen Leng Thai, Kai Zhang, Chongyi Wang, Yuan Yao, Chenyang Zhao, Jie Zhou, Jie Cai, Zhongwu Zhai, Ning Ding, Chao Jia, Guoyang Zeng, Dahai Li, Zhiyuan Liu, Maosong Sun
2024	—	`conf`	MolTC: Towards Molecular Relational Modeling In Language Models. ACL (Findings) Junfeng Fang, Shuai Zhang, Chang Wu, Zhengyi Yang, Zhiyuan Liu, Sihang Li, Kun Wang, Wenjie Du, Xiang Wang
2024	J	`jnl`	MolTC: Towards Molecular Relational Modeling In Language Models. CoRR Junfeng Fang, Shuai Zhang, Chang Wu, Zhengyi Yang, Zhiyuan Liu, Sihang Li, Kun Wang, Wenjie Du, Xiang Wang
2024	J	`jnl`	Multi-Modal Multi-Granularity Tokenizer for Chu Bamboo Slip Scripts. CoRR Yingfa Chen, Chenlong Hu, Cong Feng, Chenyang Song, Shi Yu, Xu Han, Zhiyuan Liu, Maosong Sun
2024	A*	`conf`	NExT-Chat: An LMM for Chat, Detection and Segmentation. ICML Ao Zhang, Yuan Yao, Wei Ji, Zhiyuan Liu, Tat-Seng Chua
2024	—	`conf`	OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems. ACL (1) Chaoqun He, Renjie Luo, Yuzhuo Bai, Shengding Hu, Zhen Leng Thai, Junhao Shen, Jinyi Hu, Xu Han, Yujie Huang, Yuxiang Zhang, Jie Liu, Lei Qi, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems. CoRR Chaoqun He, Renjie Luo, Yuzhuo Bai, Shengding Hu, Zhen Leng Thai, Junhao Shen, Jinyi Hu, Xu Han, Yujie Huang, Yuxiang Zhang, Jie Liu, Lei Qi, Zhiyuan Liu, Maosong Sun
2024	A*	`conf`	OneBit: Towards Extremely Low-bit Large Language Models. NeurIPS Yuzhuang Xu, Xu Han, Zonghan Yang, Shuo Wang, Qingfu Zhu, Zhiyuan Liu, Weidong Liu, Wanxiang Che
2024	J	`jnl`	OneBit: Towards Extremely Low-bit Large Language Models. CoRR Yuzhuang Xu, Xu Han, Zonghan Yang, Shuo Wang, Qingfu Zhu, Zhiyuan Liu, Weidong Liu, Wanxiang Che
2024	J	`jnl`	Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System. CoRR Weize Chen, Jiarui Yuan, Chen Qian, Cheng Yang, Zhiyuan Liu, Maosong Sun
2024	A*	`conf`	Ouroboros: Generating Longer Drafts Phrase by Phrase for Faster Speculative Decoding. EMNLP Weilin Zhao, Yuxiang Huang, Xu Han, Wang Xu, Chaojun Xiao, Xinrong Zhang, Yewei Fang, Kaihuo Zhang, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	Ouroboros: Speculative Decoding with Large Model Enhanced Drafting. CoRR Weilin Zhao, Yuxiang Huang, Xu Han, Chaojun Xiao, Zhiyuan Liu, Maosong Sun
2024	—	`conf`	PRESTO: Progressive Pretraining Enhances Synthetic Chemistry Outcomes. EMNLP (Findings) He Cao, Yanjun Shao, Zhiyuan Liu, Zijing Liu, Xiangru Tang, Yuan Yao, Yu Li
2024	J	`jnl`	PRESTO: Progressive Pretraining Enhances Synthetic Chemistry Outcomes. CoRR He Cao, Yanjun Shao, Zhiyuan Liu, Zijing Liu, Xiangru Tang, Yuan Yao, Yu Li
2024	J	`jnl`	PersLLM: A Personified Training Approach for Large Language Models. CoRR Zheni Zeng, Jiayi Chen, Huimin Chen, Yukun Yan, Yuxuan Chen, Zhenghao Liu, Zhiyuan Liu, Maosong Sun
2024	A*	`conf`	Predicting Emergent Abilities with Infinite Resolution Evaluation. ICLR Shengding Hu, Xin Liu, Xu Han, Xinrong Zhang, Chaoqun He, Weilin Zhao, Yankai Lin, Ning Ding, Zebin Ou, Guoyang Zeng, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	ProSparse: Introducing and Enhancing Intrinsic Activation Sparsity within Large Language Models. CoRR Chenyang Song, Xu Han, Zhengyan Zhang, Shengding Hu, Xiyu Shi, Kuai Li, Chen Chen, Zhiyuan Liu, Guangli Li, Tao Yang, Maosong Sun
2024	J	`jnl`	Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance. CoRR Yaxi Lu, Shenzhi Yang, Cheng Qian, Guirong Chen, Qinyu Luo, Yesai Wu, Huadong Wang, Xin Cong, Zhong Zhang, Yankai Lin, Weiwen Liu, Yasheng Wang, Zhiyuan Liu, Fangming Liu, Maosong Sun
2024	—	`conf`	ProtT3: Protein-to-Text Generation for Text-based Protein Understanding. ACL (1) Zhiyuan Liu, An Zhang, Hao Fei, Enzhi Zhang, Xiang Wang, Kenji Kawaguchi, Tat-Seng Chua
2024	J	`jnl`	ProtT3: Protein-to-Text Generation for Text-based Protein Understanding. CoRR Zhiyuan Liu, An Zhang, Hao Fei, Enzhi Zhang, Xiang Wang, Kenji Kawaguchi, Tat-Seng Chua
2024	J	`jnl`	PyBench: Evaluating LLM Agent on various real-world coding tasks. CoRR Yaolun Zhang, Yinxu Pan, Yudong Wang, Jie Cai, Zhi Zheng, Guoyang Zeng, Zhiyuan Liu
2024	J	`jnl`	RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards. CoRR Xinze Li, Sen Mei, Zhenghao Liu, Yukun Yan, Shuo Wang, Shi Yu, Zheni Zeng, Hao Chen, Ge Yu, Zhiyuan Liu, Maosong Sun, Chenyan Xiong
2024	J	`jnl`	RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework. CoRR Kunlun Zhu, Yifan Luo, Dingling Xu, Ruobing Wang, Shi Yu, Shuo Wang, Yukun Yan, Zhenghao Liu, Xu Han, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	RLAIF-V: Aligning MLLMs through Open-Source AI Feedback for Super GPT-4V Trustworthiness. CoRR Tianyu Yu, Haoye Zhang, Yuan Yao, Yunkai Dang, Da Chen, Xiaoman Lu, Ganqu Cui, Taiwen He, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun
2024	A*	`conf`	RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-Grained Correctional Human Feedback. CVPR Tianyu Yu, Yuan Yao, Haoye Zhang, Taiwen He, Yifeng Han, Ganqu Cui, Jinyi Hu, Zhiyuan Liu, Hai-Tao Zheng, Maosong Sun
2024	J	`jnl`	ReLU CoRR Zhengyan Zhang, Yixin Song, Guanghui Yu, Xu Han, Yankai Lin, Chaojun Xiao, Chenyang Song, Zhiyuan Liu, Zeyu Mi, Maosong Sun
2024	—	`conf`	ReactXT: Understanding Molecular "Reaction-ship" via Reaction-Contextualized Molecule-Text Pretraining. ACL (Findings) Zhiyuan Liu, Yaorui Shi, An Zhang, Sihang Li, Enzhi Zhang, Xiang Wang, Kenji Kawaguchi, Tat-Seng Chua
2024	J	`jnl`	ReactXT: Understanding Molecular "Reaction-ship" via Reaction-Contextualized Molecule-Text Pretraining. CoRR Zhiyuan Liu, Yaorui Shi, An Zhang, Sihang Li, Enzhi Zhang, Xiang Wang, Kenji Kawaguchi, Tat-Seng Chua
2024	J	`jnl`	Relation-aware deep neural network enables more efficient biomedical knowledge acquisition from massive literature. AI Open Chenyang Song, Zheni Zeng, Changyao Tian, Kuai Li, Yuan Yao, Suncong Zheng, Zhiyuan Liu, Maosong Sun
2024	—	`conf`	RepoAgent: An LLM-Powered Open-Source Framework for Repository-level Code Documentation Generation. EMNLP (System Demonstrations) Qinyu Luo, Yining Ye, Shihao Liang, Zhong Zhang, Yujia Qin, Yaxi Lu, Yesai Wu, Xin Cong, Yankai Lin, Yingli Zhang, Xiaoyin Che, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	RepoAgent: An LLM-Powered Open-Source Framework for Repository-level Code Documentation Generation. CoRR Qinyu Luo, Yining Ye, Shihao Liang, Zhong Zhang, Yujia Qin, Yaxi Lu, Yesai Wu, Xin Cong, Yankai Lin, Yingli Zhang, Xiaoyin Che, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	Retriever-and-Memory: Towards Adaptive Note-Enhanced Retrieval-Augmented Generation. CoRR Ruobing Wang, Daren Zha, Shi Yu, Qingfei Zhao, Yuxuan Chen, Yixuan Wang, Shuo Wang, Yukun Yan, Zhenghao Liu, Xu Han, Zhiyuan Liu, Maosong Sun
2024	A*	`conf`	Revisiting Non-Autoregressive Transformers for Efficient Image Synthesis. CVPR Zanlin Ni, Yulin Wang, Renping Zhou, Jiayi Guo, Jinyi Hu, Zhiyuan Liu, Shiji Song, Yuan Yao, Gao Huang
2024	J	`jnl`	Revisiting Non-Autoregressive Transformers for Efficient Image Synthesis. CoRR Zanlin Ni, Yulin Wang, Renping Zhou, Jiayi Guo, Jinyi Hu, Zhiyuan Liu, Shiji Song, Yuan Yao, Gao Huang
2024	—	`conf`	Robust and Scalable Model Editing for Large Language Models. LREC/COLING Yingfa Chen, Zhengyan Zhang, Xu Han, Chaojun Xiao, Zhiyuan Liu, Chen Chen, Kuai Li, Tao Yang, Maosong Sun
2024	J	`jnl`	Robust and Scalable Model Editing for Large Language Models. CoRR Yingfa Chen, Zhengyan Zhang, Xu Han, Chaojun Xiao, Zhiyuan Liu, Chen Chen, Kuai Li, Tao Yang, Maosong Sun
2024	J	`jnl`	Scaling Efficient Masked Autoencoder Learning on Large Remote Sensing Dataset. CoRR Fengxiang Wang, Hongzhen Wang, Di Wang, Zonghao Guo, Zhenyu Zhong, Long Lan, Jing Zhang, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	Scaling Large-Language-Model-based Multi-Agent Collaboration. CoRR Chen Qian, Zihao Xie, Yifei Wang, Wei Liu, Yufan Dang, Zhuoyun Du, Weize Chen, Cheng Yang, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	Seq1F1B: Efficient Sequence-Level Pipeline Parallelism for Large Language Model Training. CoRR Sun Ao, Weilin Zhao, Xu Han, Cheng Yang, Xinrong Zhang, Zhiyuan Liu, Chuan Shi, Maosong Sun
2024	J	`jnl`	Simulating Classroom Education with LLM-Empowered Agents. CoRR Zheyuan Zhang, Daniel Zhang-Li, Jifan Yu, Linlu Gong, Jinchang Zhou, Zhiyuan Liu, Lei Hou, Juanzi Li
2024	J	`jnl`	Sparsing Law: Towards Large Language Models with Greater Activation Sparsity. CoRR Yuqi Luo, Chenyang Song, Xu Han, Yingfa Chen, Chaojun Xiao, Zhiyuan Liu, Maosong Sun
2024	—	`conf`	StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models. ACL (Findings) Zhicheng Guo, Sijie Cheng, Hao Wang, Shihao Liang, Yujia Qin, Peng Li, Zhiyuan Liu, Maosong Sun, Yang Liu
2024	J	`jnl`	StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models. CoRR Zhicheng Guo, Sijie Cheng, Hao Wang, Shihao Liang, Yujia Qin, Peng Li, Zhiyuan Liu, Maosong Sun, Yang Liu
2024	J	`jnl`	States Hidden in Hidden States: LLMs Emerge Discrete State Representations Implicitly. CoRR Junhao Chen, Shengding Hu, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	Stuffed Mamba: State Collapse and State Capacity of RNN-Based Long-Context Modeling. CoRR Yingfa Chen, Xinrong Zhang, Shengding Hu, Xu Han, Zhiyuan Liu, Maosong Sun
2024	—	`conf`	Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents. ACL (1) Cheng Qian, Bingxiang He, Zhong Zhuang, Jia Deng, Yujia Qin, Xin Cong, Zhong Zhang, Jie Zhou, Yankai Lin, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents. CoRR Cheng Qian, Bingxiang He, Zhong Zhuang, Jia Deng, Yujia Qin, Xin Cong, Zhong Zhang, Jie Zhou, Yankai Lin, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	Text-guided Diffusion Model for 3D Molecule Generation. CoRR Yanchen Luo, Junfeng Fang, Sihang Li, Zhiyuan Liu, Jiancan Wu, An Zhang, Wenjie Du, Xiang Wang
2024	A*	`conf`	ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs. ICLR Yujia Qin, Shihao Liang, Yining Ye, Kunlun Zhu, Lan Yan, Yaxi Lu, Yankai Lin, Xin Cong, Xiangru Tang, Bill Qian, Sihan Zhao, Lauren Hong, Runchu Tian, Ruobing Xie, Jie Zhou, Mark Gerstein, Dahai Li, Zhiyuan Liu, Maosong Sun
2024	—	`conf`	Toolink: Linking Toolkit Creation and Using through Chain-of-Solving on Open-Source Model. NAACL-HLT Cheng Qian, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu
2024	A*	`conf`	Towards 3D Molecule-Text Interpretation in Language Models. ICLR Sihang Li, Zhiyuan Liu, Yanchen Luo, Xiang Wang, Xiangnan He, Kenji Kawaguchi, Tat-Seng Chua, Qi Tian
2024	J	`jnl`	Towards 3D Molecule-Text Interpretation in Language Models. CoRR Sihang Li, Zhiyuan Liu, Yanchen Luo, Xiang Wang, Xiangnan He, Kenji Kawaguchi, Tat-Seng Chua, Qi Tian
2024	A*	`conf`	ULTRAFEEDBACK: Boosting Language Models with Scaled AI Feedback. ICML Ganqu Cui, Lifan Yuan, Ning Ding, Guanming Yao, Bingxiang He, Wei Zhu, Yuan Ni, Guotong Xie, Ruobing Xie, Yankai Lin, Zhiyuan Liu, Maosong Sun
2024	—	`conf`	UltraEval: A Lightweight Platform for Flexible and Comprehensive Evaluation for LLMs. ACL (3) Chaoqun He, Renjie Luo, Shengding Hu, Ranchi Zhao, Jie Zhou, Hanghao Wu, Jiajie Zhang, Xu Han, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	UltraEval: A Lightweight Platform for Flexible and Comprehensive Evaluation for LLMs. CoRR Chaoqun He, Renjie Luo, Shengding Hu, Yuanqian Zhao, Jie Zhou, Hanghao Wu, Jiajie Zhang, Xu Han, Zhiyuan Liu, Maosong Sun
2024	—	`conf`	UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset. ACL (1) Haoyu Wang, Shuo Wang, Yukun Yan, Xujia Wang, Zhiyu Yang, Yuzhuang Xu, Zhenghao Liu, Liner Yang, Ning Ding, Xu Han, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset. CoRR Haoyu Wang, Shuo Wang, Yukun Yan, Xujia Wang, Zhiyu Yang, Yuzhuang Xu, Zhenghao Liu, Liner Yang, Ning Ding, Xu Han, Zhiyuan Liu, Maosong Sun
2024	A*	`conf`	UltraMedical: Building Specialized Generalists in Biomedicine. NeurIPS Kaiyan Zhang, Sihang Zeng, Ermo Hua, Ning Ding, Zhang-Ren Chen, Zhiyuan Ma, Haoxin Li, Ganqu Cui, Biqing Qi, Xuekai Zhu, Xingtai Lv, Jinfang Hu, Zhiyuan Liu, Bowen Zhou
2024	J	`jnl`	UltraMedical: Building Specialized Generalists in Biomedicine. CoRR Kaiyan Zhang, Sihang Zeng, Ermo Hua, Ning Ding, Zhang-Ren Chen, Zhiyuan Ma, Haoxin Li, Ganqu Cui, Biqing Qi, Xuekai Zhu, Xingtai Lv, Jinfang Hu, Zhiyuan Liu, Bowen Zhou
2024	J	`jnl`	UniMem: Towards a Unified View of Long-Context Large Language Models. CoRR Junjie Fang, Likai Tang, Hongzhe Bi, Yujia Qin, Si Sun, Zhenyu Li, Haolun Li, Yongjian Li, Xin Cong, Yukun Yan, Xiaodong Shi, Sen Song, Yankai Lin, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	Unified View of Grokking, Double Descent and Emergent Abilities: A Perspective from Circuits Competition. CoRR Yufei Huang, Shengding Hu, Xu Han, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents. CoRR Shi Yu, Chaoyue Tang, Bokai Xu, Junbo Cui, Junhao Ran, Yukun Yan, Zhenghao Liu, Shuo Wang, Xu Han, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	WorkflowLLM: Enhancing Workflow Orchestration Capability of Large Language Models. CoRR Shengda Fan, Xin Cong, Yuepeng Fu, Zhong Zhang, Shuyan Zhang, Yuanwei Liu, Yesai Wu, Yankai Lin, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	Zero-Shot Generalization during Instruction Tuning: Insights from Similarity and Granularity. CoRR Bingxiang He, Ning Ding, Cheng Qian, Jia Deng, Ganqu Cui, Lifan Yuan, Huan-ang Gao, Huimin Chen, Zhiyuan Liu, Maosong Sun
2024	—	`conf`	ınftyBench: Extending Long Context Evaluation Beyond 100K Tokens. ACL (1) Xinrong Zhang, Yingfa Chen, Shengding Hu, Zihang Xu, Junhao Chen, Moo Khai Hao, Xu Han, Zhen Leng Thai, Shuo Wang, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	∞Bench: Extending Long Context Evaluation Beyond 100K Tokens. CoRR Xinrong Zhang, Yingfa Chen, Shengding Hu, Zihang Xu, Junhao Chen, Moo Khai Hao, Xu Han, Zhen Leng Thai, Shuo Wang, Zhiyuan Liu, Maosong Sun
2023	—	`conf`	A Close Look into the Calibration of Pre-trained Language Models. ACL (1) Yangyi Chen, Lifan Yuan, Ganqu Cui, Zhiyuan Liu, Heng Ji
2023	J	`jnl`	AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors in Agents. CoRR Weize Chen, Yusheng Su, Jingwei Zuo, Cheng Yang, Chenfei Yuan, Chen Qian, Chi-Min Chan, Yujia Qin, Yaxi Lu, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou
2023	J	`jnl`	Arbitrary Few Parameters are Good Enough for Adapting Large-scale Pre-trained Language Models. CoRR Yusheng Su, Chi-Min Chan, Jiali Cheng, Yujia Qin, Yankai Lin, Shengding Hu, Zonghan Yang, Ning Ding, Zhiyuan Liu, Maosong Sun
2023	—	`conf`	Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In. ACL (1) Zichun Yu, Chenyan Xiong, Shi Yu, Zhiyuan Liu
2023	J	`jnl`	Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In. CoRR Zichun Yu, Chenyan Xiong, Shi Yu, Zhiyuan Liu
2023	A*	`conf`	Beat LLMs at Their Own Game: Zero-Shot LLM-Generated Text Detection via Querying ChatGPT. EMNLP Biru Zhu, Lifan Yuan, Ganqu Cui, Yangyi Chen, Chong Fu, Bingxiang He, Yangdong Deng, Zhiyuan Liu, Maosong Sun, Ming Gu
2023	—	`conf`	Boosting Inference Efficiency: Unleashing the Power of Parameter-Shared Pre-trained Language Models. EMNLP (Findings) Weize Chen, Xiaoyue Xu, Xu Han, Yankai Lin, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou
2023	J	`jnl`	Boosting Inference Efficiency: Unleashing the Power of Parameter-Shared Pre-trained Language Models. CoRR Weize Chen, Xiaoyue Xu, Xu Han, Yankai Lin, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou
2023	J	`jnl`	CPET: Effective Parameter-Efficient Tuning for Compressed Large Language Models. CoRR Weilin Zhao, Yuxiang Huang, Xu Han, Zhiyuan Liu, Zhengyan Zhang, Maosong Sun
2023	J	`jnl`	CREATOR: Disentangling Abstract and Concrete Reasonings of Large Language Models through Tool Creation. CoRR Cheng Qian, Chi Han, Yi R. Fung, Yujia Qin, Zhiyuan Liu, Heng Ji
2023	—	`conf`	CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language Models. EMNLP (Findings) Cheng Qian, Chi Han, Yi Ren Fung, Yujia Qin, Zhiyuan Liu, Heng Ji
2023	J	`jnl`	ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate. CoRR Chi-Min Chan, Weize Chen, Yusheng Su, Jianxuan Yu, Wei Xue, Shanghang Zhang, Jie Fu, Zhiyuan Liu
2023	J	`jnl`	Communicative Agents for Software Development. CoRR Chen Qian, Xin Cong, Cheng Yang, Weize Chen, Yusheng Su, Juyuan Xu, Zhiyuan Liu, Maosong Sun
2023	J	`jnl`	ConPET: Continual Parameter-Efficient Tuning for Large Language Models. CoRR Chenyang Song, Xu Han, Zheni Zeng, Kuai Li, Chen Chen, Zhiyuan Liu, Maosong Sun, Tao Yang
2023	J	`jnl`	D-Bot: Database Diagnosis System using Large Language Models. CoRR Xuanhe Zhou, Guoliang Li, Zhaoyan Sun, Zhiyuan Liu, Weize Chen, Jianming Wu, Jiesi Liu, Ruohang Feng, Guoyang Zeng
2023	—	`conf`	Decoder Tuning: Efficient Language Understanding as Decoding. ACL (1) Ganqu Cui, Wentao Li, Ning Ding, Longtao Huang, Zhiyuan Liu, Maosong Sun
2023	J	`jnl`	Decoder-Only or Encoder-Decoder? Interpreting Language Model as a Regularized Encoder-Decoder. CoRR Zihao Fu, Wai Lam, Qian Yu, Anthony Man-Cho So, Shengding Hu, Zhiyuan Liu, Nigel Collier
2023	J	`jnl`	Distributionally Robust Unsupervised Dense Retrieval Training on Web Graphs. CoRR Peixuan Han, Zhenghao Liu, Zhiyuan Liu, Chenyan Xiong
2023	J	`jnl`	Efficient Cross-Lingual Transfer for Chinese Stable Diffusion with Images as Pivots. CoRR Jinyi Hu, Xu Han, Xiaoyuan Yi, Yutong Chen, Wenhao Li, Zhiyuan Liu, Maosong Sun
2023	—	`conf`	Emergent Modularity in Pre-trained Transformers. ACL (Findings) Zhengyan Zhang, Zhiyuan Zeng, Yankai Lin, Chaojun Xiao, Xiaozhi Wang, Xu Han, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Jie Zhou
2023	J	`jnl`	Emergent Modularity in Pre-trained Transformers. CoRR Zhengyan Zhang, Zhiyuan Zeng, Yankai Lin, Chaojun Xiao, Xiaozhi Wang, Xu Han, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Jie Zhou
2023	J	`jnl`	Empowering Private Tutoring by Chaining Large Language Models. CoRR Yulin Chen, Ning Ding, Hai-Tao Zheng, Zhiyuan Liu, Maosong Sun, Bowen Zhou
2023	A*	`conf`	Enhancing Chat Language Models by Scaling High-quality Instructional Conversations. EMNLP Ning Ding, Yulin Chen, Bokai Xu, Yujia Qin, Shengding Hu, Zhiyuan Liu, Maosong Sun, Bowen Zhou
2023	J	`jnl`	Enhancing Chat Language Models by Scaling High-quality Instructional Conversations. CoRR Ning Ding, Yulin Chen, Bokai Xu, Yujia Qin, Zhi Zheng, Shengding Hu, Zhiyuan Liu, Maosong Sun, Bowen Zhou
2023	J	`jnl`	Event Detection With Dynamic Word-Trigger-Argument Graph Neural Networks. IEEE Trans. Knowl. Data Eng. Yilin Zhang, Ziran Li, Zhiyuan Liu, Hai-Tao Zheng, Ying Shen, Lan Zhou
2023	J	`jnl`	Experiential Co-Learning of Software-Developing Agents. CoRR Chen Qian, Yufan Dang, Jiahao Li, Wei Liu, Weize Chen, Cheng Yang, Zhiyuan Liu, Maosong Sun
2023	J	`jnl`	Exploring Format Consistency for Instruction Tuning. CoRR Shihao Liang, Kunlun Zhu, Runchu Tian, Yujia Qin, Huadong Wang, Xin Cong, Zhiyuan Liu, Xiaojiang Liu, Maosong Sun
2023	—	`conf`	Exploring Lottery Prompts for Pre-trained Language Models. ACL (1) Yulin Chen, Ning Ding, Xiaobin Wang, Shengding Hu, Haitao Zheng, Zhiyuan Liu, Pengjun Xie
2023	J	`jnl`	Exploring Lottery Prompts for Pre-trained Language Models. CoRR Yulin Chen, Ning Ding, Xiaobin Wang, Shengding Hu, Hai-Tao Zheng, Zhiyuan Liu, Pengjun Xie
2023	A*	`conf`	Exploring the Impact of Model Scaling on Parameter-Efficient Tuning. EMNLP Yusheng Su, Chi-Min Chan, Jiali Cheng, Yujia Qin, Yankai Lin, Shengding Hu, Zonghan Yang, Ning Ding, Xingzhi Sun, Guotong Xie, Zhiyuan Liu, Maosong Sun
2023	—	`conf`	Few-shot Classification with Hypersphere Modeling of Prototypes. ACL (Findings) Ning Ding, Yulin Chen, Ganqu Cui, Xiaobin Wang, Haitao Zheng, Zhiyuan Liu, Pengjun Xie
2023	—	`conf`	From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework. ACL (Findings) Yangyi Chen, Hongcheng Gao, Ganqu Cui, Lifan Yuan, Dehan Kong, Hanlu Wu, Ning Shi, Bo Yuan, Longtao Huang, Hui Xue, Zhiyuan Liu, Maosong Sun, Heng Ji
2023	J	`jnl`	From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework. CoRR Yangyi Chen, Hongcheng Gao, Ganqu Cui, Lifan Yuan, Dehan Kong, Hanlu Wu, Ning Shi, Bo Yuan, Longtao Huang, Hui Xue, Zhiyuan Liu, Maosong Sun, Heng Ji
2023	J	`jnl`	Full-Scale Information Diffusion Prediction With Reinforced Recurrent Networks. IEEE Trans. Neural Networks Learn. Syst. Cheng Yang, Hao Wang, Jian Tang, Chuan Shi, Maosong Sun, Ganqu Cui, Zhiyuan Liu
2023	J	`jnl`	Fusion-in-T5: Unifying Document Ranking Signals for Improved Information Retrieval. CoRR Shi Yu, Chenghao Fan, Chenyan Xiong, David Jin, Zhiyuan Liu, Zhenghao Liu
2023	A*	`conf`	GLM-130B: An Open Bilingual Pre-trained Model. ICLR Aohan Zeng, Xiao Liu, Zhengxiao Du, Zihan Wang, Hanyu Lai, Ming Ding, Zhuoyi Yang, Yifan Xu, Wendi Zheng, Xiao Xia, Weng Lam Tam, Zixuan Ma, Yufei Xue, Jidong Zhai, Wenguang Chen, Zhiyuan Liu, Peng Zhang, Yuxiao Dong, Jie Tang
2023	J	`jnl`	GitAgent: Facilitating Autonomous Agent with GitHub by Tool Extension. CoRR Bohan Lyu, Xin Cong, Heyang Yu, Pan Yang, Yujia Qin, Yining Ye, Yaxi Lu, Zhong Zhang, Yukun Yan, Yankai Lin, Zhiyuan Liu, Maosong Sun
2023	A*	`conf`	H3T: Efficient Integration of Memory Optimization and Parallelism for Large-scale Transformer Training. NeurIPS Yuzhong Wang, Xu Han, Weilin Zhao, Guoyang Zeng, Zhiyuan Liu, Maosong Sun
2023	J	`jnl`	Human Emotion Knowledge Representation Emerges in Large Language Model and Supports Discrete Emotion Inference. CoRR Ming Li, Yusheng Su, Hsiu-Yuan Huang, Jiali Cheng, Xin Hu, Xinmiao Zhang, Huadong Wang, Yujia Qin, Xiaozhi Wang, Zhiyuan Liu, Dan Zhang
2023	J	`jnl`	INTERVENOR: Prompt the Coding Ability of Large Language Models with the Interactive Chain of Repairing. CoRR Hanbin Wang, Zhenghao Liu, Shuo Wang, Ganqu Cui, Ning Ding, Zhiyuan Liu, Ge Yu
2023	J	`jnl`	Improving task generalization via unified schema prompt. AI Open Wanjun Zhong, Yifan Gao, Ning Ding, Zhiyuan Liu, Ming Zhou, Jiahai Wang, Jian Yin, Nan Duan
2023	J	`jnl`	Interactive Molecular Discovery with Natural Language. CoRR Zheni Zeng, Bangchen Yin, Shipeng Wang, Jiarui Liu, Cheng Yang, Haishen Yao, Xingzhi Sun, Maosong Sun, Guotong Xie, Zhiyuan Liu
2023	A	`conf`	Knowledge-Adaptive Contrastive Learning for Recommendation. WSDM Hao Wang, Yao Xu, Cheng Yang, Chuan Shi, Xin Li, Ning Guo, Zhiyuan Liu
2023	J	`jnl`	KoLA: Carefully Benchmarking World Knowledge of Large Language Models. CoRR Jifan Yu, Xiaozhi Wang, Shangqing Tu, Shulin Cao, Daniel Zhang-Li, Xin Lv, Hao Peng, Zijun Yao, Xiaohan Zhang, Hanming Li, Chunyang Li, Zheyuan Zhang, Yushi Bai, Yantao Liu, Amy Xin, Nianyi Lin, Kaifeng Yun, Linlu Gong, Jianhui Chen, Zhili Wu, Yunjia Qi, Weikai Li, Yong Guan, Kaisheng Zeng, Ji Qi, Hailong Jin, Jinxin Liu, Yu Gu, Yuan Yao, Ning Ding, Lei Hou, Zhiyuan Liu, Bin Xu, Jie Tang, Juanzi Li
2023	J	`jnl`	LLM As DBA. CoRR Xuanhe Zhou, Guoliang Li, Zhiyuan Liu
2023	J	`jnl`	Large Language Model as Autonomous Decision Maker. CoRR Yining Ye, Xin Cong, Yujia Qin, Yankai Lin, Zhiyuan Liu, Maosong Sun
2023	J	`jnl`	Large Multilingual Models Pivot Zero-Shot Multimodal Learning across Languages. CoRR Jinyi Hu, Yuan Yao, Chongyi Wang, Shan Wang, Yinxu Pan, Qianyu Chen, Tianyu Yu, Hanghao Wu, Yue Zhao, Haoye Zhang, Xu Han, Yankai Lin, Jiao Xue, Dahai Li, Zhiyuan Liu, Maosong Sun
2023	J	`jnl`	MAVEN-Arg: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation. CoRR Xiaozhi Wang, Hao Peng, Yong Guan, Kaisheng Zeng, Jianhui Chen, Lei Hou, Xu Han, Yankai Lin, Zhiyuan Liu, Ruobing Xie, Jie Zhou, Juanzi Li
2023	A	`conf`	MUSER: A Multi-View Similar Case Retrieval Dataset. CIKM Qingquan Li, Yiran Hu, Feng Yao, Chaojun Xiao, Zhiyuan Liu, Maosong Sun, Weixing Shen
2023	J	`jnl`	MUSER: A Multi-View Similar Case Retrieval Dataset. CoRR Qingquan Li, Yiran Hu, Feng Yao, Chaojun Xiao, Zhiyuan Liu, Maosong Sun, Weixing Shen
2023	A*	`conf`	MolCA: Molecular Graph-Language Modeling with Cross-Modal Projector and Uni-Modal Adapter. EMNLP Zhiyuan Liu, Sihang Li, Yanchen Luo, Hao Fei, Yixin Cao, Kenji Kawaguchi, Xiang Wang, Tat-Seng Chua
2023	J	`jnl`	MolCA: Molecular Graph-Language Modeling with Cross-Modal Projector and Uni-Modal Adapter. CoRR Zhiyuan Liu, Sihang Li, Yanchen Luo, Hao Fei, Yixin Cao, Kenji Kawaguchi, Xiang Wang, Tat-Seng Chua
2023	—	`conf`	OpenDelta: A Plug-and-play Library for Parameter-efficient Adaptation of Pre-trained Models. ACL (demo) Shengding Hu, Ning Ding, Weilin Zhao, Xingtai Lv, Zhen Zhang, Zhiyuan Liu, Maosong Sun
2023	J	`jnl`	OpenDelta: A Plug-and-play Library for Parameter-efficient Adaptation of Pre-trained Models. CoRR Shengding Hu, Ning Ding, Weilin Zhao, Xingtai Lv, Zhen Zhang, Zhiyuan Liu, Maosong Sun
2023	A*	`conf`	OpenMatch-v2: An All-in-one Multi-Modality PLM-based Information Retrieval Toolkit. SIGIR Shi Yu, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu
2023	—	`conf`	Parameter-efficient Weight Ensembling Facilitates Task-level Knowledge Transfer. ACL (2) Xingtai Lv, Ning Ding, Yujia Qin, Zhiyuan Liu, Maosong Sun
2023	J	`jnl`	Parameter-efficient fine-tuning of large-scale pre-trained language models. Nat. Mac. Intell. Ning Ding, Yujia Qin, Guang Yang, Fuchao Wei, Zonghan Yang, Yusheng Su, Shengding Hu, Yulin Chen, Chi-Min Chan, Weize Chen, Jing Yi, Weilin Zhao, Xiaozhi Wang, Zhiyuan Liu, Hai-Tao Zheng, Jianfei Chen, Yang Liu, Jie Tang, Juanzi Li, Maosong Sun
2023	—	`conf`	Plug-and-Play Document Modules for Pre-trained Models. ACL (1) Chaojun Xiao, Zhengyan Zhang, Xu Han, Chi-Min Chan, Yankai Lin, Zhiyuan Liu, Xiangyang Li, Zhonghua Li, Zhao Cao, Maosong Sun
2023	J	`jnl`	Plug-and-Play Document Modules for Pre-trained Models. CoRR Chaojun Xiao, Zhengyan Zhang, Xu Han, Chi-Min Chan, Yankai Lin, Zhiyuan Liu, Xiangyang Li, Zhonghua Li, Zhao Cao, Maosong Sun
2023	—	`conf`	Plug-and-Play Knowledge Injection for Pre-trained Language Models. ACL (1) Zhengyan Zhang, Zhiyuan Zeng, Yankai Lin, Huadong Wang, Deming Ye, Chaojun Xiao, Xu Han, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou
2023	J	`jnl`	Plug-and-Play Knowledge Injection for Pre-trained Language Models. CoRR Zhengyan Zhang, Zhiyuan Zeng, Yankai Lin, Huadong Wang, Deming Ye, Chaojun Xiao, Xu Han, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou
2023	J	`jnl`	ProAgent: From Robotic Process Automation to Agentic Process Automation. CoRR Yining Ye, Xin Cong, Shizuo Tian, Jiannan Cao, Hao Wang, Yujia Qin, Yaxi Lu, Heyang Yu, Huadong Wang, Yankai Lin, Zhiyuan Liu, Maosong Sun
2023	—	`conf`	READIN: A Chinese Multi-Task Benchmark with Realistic and Diverse Input Noises. ACL (1) Chenglei Si, Zhengyan Zhang, Yingfa Chen, Xiaozhi Wang, Zhiyuan Liu, Maosong Sun
2023	J	`jnl`	READIN: A Chinese Multi-Task Benchmark with Realistic and Diverse Input Noises. CoRR Chenglei Si, Zhengyan Zhang, Yingfa Chen, Xiaozhi Wang, Zhiyuan Liu, Maosong Sun
2023	J	`jnl`	RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback. CoRR Tianyu Yu, Yuan Yao, Haoye Zhang, Taiwen He, Yifeng Han, Ganqu Cui, Jinyi Hu, Zhiyuan Liu, Hai-Tao Zheng, Maosong Sun, Tat-Seng Chua
2023	—	`conf`	ReLM: Leveraging Language Models for Enhanced Chemical Reaction Prediction. EMNLP (Findings) Yaorui Shi, An Zhang, Enzhi Zhang, Zhiyuan Liu, Xiang Wang
2023	J	`jnl`	ReLM: Leveraging Language Models for Enhanced Chemical Reaction Prediction. CoRR Yaorui Shi, An Zhang, Enzhi Zhang, Zhiyuan Liu, Xiang Wang
2023	—	`conf`	Recyclable Tuning for Continual Pre-training. ACL (Findings) Yujia Qin, Cheng Qian, Xu Han, Yankai Lin, Huadong Wang, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou
2023	J	`jnl`	Recyclable Tuning for Continual Pre-training. CoRR Yujia Qin, Cheng Qian, Xu Han, Yankai Lin, Huadong Wang, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou
2023	J	`jnl`	Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-level Backdoor Attacks. Mach. Intell. Res. Zhengyan Zhang, Guangxuan Xiao, Yongwei Li, Tian Lv, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Xin Jiang, Maosong Sun
2023	J	`jnl`	Reformulating Vision-Language Foundation Models and Datasets Towards Universal Multimodal Assistants. CoRR Tianyu Yu, Jinyi Hu, Yuan Yao, Haoye Zhang, Yue Zhao, Chongyi Wang, Shan Wang, Yinxv Pan, Jiao Xue, Dahai Li, Zhiyuan Liu, Hai-Tao Zheng, Maosong Sun
2023	J	`jnl`	Removing Backdoors in Pre-trained Models by Regularized Continual Pre-training. Trans. Assoc. Comput. Linguistics Biru Zhu, Ganqu Cui, Yangyi Chen, Yujia Qin, Lifan Yuan, Chong Fu, Yangdong Deng, Zhiyuan Liu, Maosong Sun, Ming Gu
2023	J	`jnl`	Rethinking Dense Retrieval's Few-Shot Ability. CoRR Si Sun, Yida Lu, Shi Yu, Xiangyang Li, Zhonghua Li, Zhao Cao, Zhiyuan Liu, Deiming Ye, Jie Bao
2023	A*	`conf`	Rethinking Tokenizer and Decoder in Masked Graph Modeling for Molecules. NeurIPS Zhiyuan Liu, Yaorui Shi, An Zhang, Enzhi Zhang, Kenji Kawaguchi, Xiang Wang, Tat-Seng Chua
2023	J	`jnl`	Rethinking Tokenizer and Decoder in Masked Graph Modeling for Molecules. CoRR Zhiyuan Liu, Yaorui Shi, An Zhang, Enzhi Zhang, Kenji Kawaguchi, Xiang Wang, Tat-Seng Chua
2023	J	`jnl`	Revisiting Out-of-distribution Robustness in NLP: Benchmark, Analysis, and LLMs Evaluations. CoRR Lifan Yuan, Yangyi Chen, Ganqu Cui, Hongcheng Gao, Fangyuan Zou, Xingyi Cheng, Heng Ji, Zhiyuan Liu, Maosong Sun
2023	A*	`conf`	Revisiting Out-of-distribution Robustness in NLP: Benchmarks, Analysis, and LLMs Evaluations. NeurIPS Lifan Yuan, Yangyi Chen, Ganqu Cui, Hongcheng Gao, Fangyuan Zou, Xingyi Cheng, Heng Ji, Zhiyuan Liu, Maosong Sun
2023	A*	`conf`	Sparse Low-rank Adaptation of Pre-trained Language Models. EMNLP Ning Ding, Xingtai Lv, Qiaosen Wang, Yulin Chen, Bowen Zhou, Zhiyuan Liu, Maosong Sun
2023	J	`jnl`	Sparse Low-rank Adaptation of Pre-trained Language Models. CoRR Ning Ding, Xingtai Lv, Qiaosen Wang, Yulin Chen, Bowen Zhou, Zhiyuan Liu, Maosong Sun
2023	—	`conf`	Stochastic Bridges as Effective Regularizers for Parameter-Efficient Tuning. ACL (Findings) Weize Chen, Xu Han, Yankai Lin, Zhiyuan Liu, Maosong Sun, Jie Zhou
2023	J	`jnl`	Stochastic Bridges as Effective Regularizers for Parameter-Efficient Tuning. CoRR Weize Chen, Xu Han, Yankai Lin, Zhiyuan Liu, Maosong Sun, Jie Zhou
2023	—	`conf`	Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data. ACL (Findings) Xinze Li, Zhenghao Liu, Chenyan Xiong, Shi Yu, Yu Gu, Zhiyuan Liu, Ge Yu
2023	J	`jnl`	Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data. CoRR Xinze Li, Zhenghao Liu, Chenyan Xiong, Shi Yu, Yu Gu, Zhiyuan Liu, Ge Yu
2023	J	`jnl`	Sub-Character Tokenization for Chinese Pretrained Language Models. Trans. Assoc. Comput. Linguistics Chenglei Si, Zhengyan Zhang, Yingfa Chen, Fanchao Qi, Xiaozhi Wang, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun
2023	A	`conf`	Text Matching Improves Sequential Recommendation by Reducing Popularity Biases. CIKM Zhenghao Liu, Sen Mei, Chenyan Xiong, Xiaohua Li, Shi Yu, Zhiyuan Liu, Yu Gu, Ge Yu
2023	J	`jnl`	Text Matching Improves Sequential Recommendation by Reducing Popularity Biases. CoRR Zhenghao Liu, Sen Mei, Chenyan Xiong, Xiaohua Li, Shi Yu, Zhiyuan Liu, Yu Gu, Ge Yu
2023	—	`conf`	The Devil is in the Details: On the Pitfalls of Event Extraction Evaluation. ACL (Findings) Hao Peng, Xiaozhi Wang, Feng Yao, Kaisheng Zeng, Lei Hou, Juanzi Li, Zhiyuan Liu, Weixing Shen
2023	J	`jnl`	The Devil is in the Details: On the Pitfalls of Event Extraction Evaluation. CoRR Hao Peng, Xiaozhi Wang, Feng Yao, Kaisheng Zeng, Lei Hou, Juanzi Li, Zhiyuan Liu, Weixing Shen
2023	J	`jnl`	Thoroughly Modeling Multi-domain Pre-trained Recommendation as Language. CoRR Zekai Qu, Ruobing Xie, Chaojun Xiao, Yuan Yao, Zhiyuan Liu, Fengzong Lian, Zhanhui Kang, Jie Zhou
2023	J	`jnl`	Tool Learning with Foundation Models. CoRR Yujia Qin, Shengding Hu, Yankai Lin, Weize Chen, Ning Ding, Ganqu Cui, Zheni Zeng, Yufei Huang, Chaojun Xiao, Chi Han, Yi Ren Fung, Yusheng Su, Huadong Wang, Cheng Qian, Runchu Tian, Kunlun Zhu, Shihao Liang, Xingyu Shen, Bokai Xu, Zhen Zhang, Yining Ye, Bowen Li, Ziwei Tang, Jing Yi, Yuzhang Zhu, Zhenning Dai, Lan Yan, Xin Cong, Yaxi Lu, Weilin Zhao, Yuxiang Huang, Junxi Yan, Xu Han, Xian Sun, Dahai Li, Jason Phang, Cheng Yang, Tongshuang Wu, Heng Ji, Zhiyuan Liu, Maosong Sun
2023	J	`jnl`	ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs. CoRR Yujia Qin, Shihao Liang, Yining Ye, Kunlun Zhu, Lan Yan, Yaxi Lu, Yankai Lin, Xin Cong, Xiangru Tang, Bill Qian, Sihan Zhao, Runchu Tian, Ruobing Xie, Jie Zhou, Mark Gerstein, Dahai Li, Zhiyuan Liu, Maosong Sun
2023	J	`jnl`	Toolink: Linking Toolkit Creation and Using through Chain-of-Solving on Open-Source Model. CoRR Cheng Qian, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu
2023	J	`jnl`	Transfer Visual Prompt Generator across LLMs. CoRR Ao Zhang, Hao Fei, Yuan Yao, Wei Ji, Li Li, Zhiyuan Liu, Tat-Seng Chua
2023	J	`jnl`	UPRec: User-aware Pre-training for sequential Recommendation. AI Open Chaojun Xiao, Ruobing Xie, Yuan Yao, Zhiyuan Liu, Maosong Sun, Xu Zhang, Leyu Lin
2023	J	`jnl`	UltraFeedback: Boosting Language Models with High-quality Feedback. CoRR Ganqu Cui, Lifan Yuan, Ning Ding, Guanming Yao, Wei Zhu, Yuan Ni, Guotong Xie, Zhiyuan Liu, Maosong Sun
2023	A*	`conf`	Universal Vision-Language Dense Retrieval: Learning A Unified Representation Space for Multi-Modal Retrieval. ICLR Zhenghao Liu, Chenyan Xiong, Yuanhuiyi Lv, Zhiyuan Liu, Ge Yu
2023	J	`jnl`	Unlock Multi-Modal Capability of Dense Retrieval via Visual Module Plugin. CoRR Tianshuo Zhou, Sen Mei, Xinze Li, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu, Yu Gu, Ge Yu
2023	J	`jnl`	Unlock Predictable Scaling from Emergent Abilities. CoRR Shengding Hu, Xin Liu, Xu Han, Xinrong Zhang, Chaoqun He, Weilin Zhao, Yankai Lin, Ning Ding, Zebin Ou, Guoyang Zeng, Zhiyuan Liu, Maosong Sun
2023	A*	`conf`	VPGTrans: Transfer Visual Prompt Generator across LLMs. NeurIPS Ao Zhang, Hao Fei, Yuan Yao, Wei Ji, Li Li, Zhiyuan Liu, Tat-Seng Chua
2023	—	`conf`	Variator: Accelerating Pre-trained Models with Plug-and-Play Compression Modules. EMNLP (Findings) Chaojun Xiao, Yuqi Luo, Wenbin Zhang, Pengle Zhang, Xu Han, Yankai Lin, Zhengyan Zhang, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou
2023	J	`jnl`	Variator: Accelerating Pre-trained Models with Plug-and-Play Compression Modules. CoRR Chaojun Xiao, Yuqi Luo, Wenbin Zhang, Pengle Zhang, Xu Han, Yankai Lin, Zhengyan Zhang, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou
2023	A*	`conf`	Visually Grounded Commonsense Knowledge Acquisition. AAAI Yuan Yao, Tianyu Yu, Ao Zhang, Mengdi Li, Ruobing Xie, Cornelius Weber, Zhiyuan Liu, Hai-Tao Zheng, Stefan Wermter, Tat-Seng Chua, Maosong Sun
2023	—	`conf`	WebCPM: Interactive Web Search for Chinese Long-form Question Answering. ACL (1) Yujia Qin, Zihan Cai, Dian Jin, Lan Yan, Shihao Liang, Kunlun Zhu, Yankai Lin, Xu Han, Ning Ding, Huadong Wang, Ruobing Xie, Fanchao Qi, Zhiyuan Liu, Maosong Sun, Jie Zhou
2023	J	`jnl`	WebCPM: Interactive Web Search for Chinese Long-form Question Answering. CoRR Yujia Qin, Zihan Cai, Dian Jin, Lan Yan, Shihao Liang, Kunlun Zhu, Yankai Lin, Xu Han, Ning Ding, Huadong Wang, Ruobing Xie, Fanchao Qi, Zhiyuan Liu, Maosong Sun, Jie Zhou
2023	—	`conf`	Won't Get Fooled Again: Answering Questions with False Premises. ACL (1) Shengding Hu, Yifan Luo, Huadong Wang, Xingyi Cheng, Zhiyuan Liu, Maosong Sun
2023	J	`jnl`	Won't Get Fooled Again: Answering Questions with False Premises. CoRR Shengding Hu, Yifan Luo, Huadong Wang, Xingyi Cheng, Zhiyuan Liu, Maosong Sun
2022	J	`jnl`	A Close Look into the Calibration of Pre-trained Language Models. CoRR Yangyi Chen, Lifan Yuan, Ganqu Cui, Zhiyuan Liu, Heng Ji
2022	—	`conf`	A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language Models. ACL (2) Deming Ye, Yankai Lin, Peng Li, Maosong Sun, Zhiyuan Liu
2022	J	`jnl`	A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language Models. CoRR Deming Ye, Yankai Lin, Peng Li, Maosong Sun, Zhiyuan Liu
2022	A*	`conf`	A Unified Evaluation of Textual Backdoor Learning: Frameworks and Benchmarks. NeurIPS Ganqu Cui, Lifan Yuan, Bingxiang He, Yangyi Chen, Zhiyuan Liu, Maosong Sun
2022	J	`jnl`	A Unified Evaluation of Textual Backdoor Learning: Frameworks and Benchmarks. CoRR Ganqu Cui, Lifan Yuan, Bingxiang He, Yangyi Chen, Zhiyuan Liu, Maosong Sun
2022	J	`jnl`	A Unified Understanding of Deep NLP Models for Text Classification. CoRR Zhen Li, Xiting Wang, Weikai Yang, Jing Wu, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun, Hui Zhang, Shixia Liu
2022	J	`jnl`	A Unified Understanding of Deep NLP Models for Text Classification. IEEE Trans. Vis. Comput. Graph. Zhen Li, Xiting Wang, Weikai Yang, Jing Wu, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun, Hui Zhang, Shixia Liu
2022	B	`conf`	Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models. COLING Zichun Yu, Tianyu Gao, Zhengyan Zhang, Yankai Lin, Zhiyuan Liu, Maosong Sun, Jie Zhou
2022	J	`jnl`	Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models. CoRR Zichun Yu, Tianyu Gao, Zhengyan Zhang, Yankai Lin, Zhiyuan Liu, Maosong Sun, Jie Zhou
2022	—	`conf`	BMCook: A Task-agnostic Compression Toolkit for Big Models. EMNLP (Demos) Zhengyan Zhang, Baitao Gong, Yingfa Chen, Xu Han, Guoyang Zeng, Weilin Zhao, Yanxu Chen, Zhiyuan Liu, Maosong Sun
2022	—	`conf`	BMInf: An Efficient Toolkit for Big Model Inference and Tuning. ACL (demo) Xu Han, Guoyang Zeng, Weilin Zhao, Zhiyuan Liu, Zhengyan Zhang, Jie Zhou, Jun Zhang, Jia Chao, Maosong Sun
2022	A*	`conf`	COPEN: Probing Conceptual Knowledge in Pre-trained Language Models. EMNLP Hao Peng, Xiaozhi Wang, Shengding Hu, Hailong Jin, Lei Hou, Juanzi Li, Zhiyuan Liu, Qun Liu
2022	J	`jnl`	COPEN: Probing Conceptual Knowledge in Pre-trained Language Models. CoRR Hao Peng, Xiaozhi Wang, Shengding Hu, Hailong Jin, Lei Hou, Juanzi Li, Zhiyuan Liu, Qun Liu
2022	J	`jnl`	COSINE: Compressive Network Embedding on Large-Scale Information Networks. IEEE Trans. Knowl. Data Eng. Zhengyan Zhang, Cheng Yang, Zhiyuan Liu, Maosong Sun, Zhichong Fang, Bo Zhang, Leyu Lin
2022	—	`conf`	Cross-Lingual Contrastive Learning for Fine-Grained Entity Typing for Low-Resource Languages. ACL (1) Xu Han, Yuqi Luo, Weize Chen, Zhiyuan Liu, Maosong Sun, Botong Zhou, Fei Hao, Suncong Zheng
2022	J	`jnl`	Decoder Tuning: Efficient Language Understanding as Decoding. CoRR Ganqu Cui, Wentao Li, Ning Ding, Longtao Huang, Zhiyuan Liu, Maosong Sun
2022	J	`jnl`	Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models. CoRR Ning Ding, Yujia Qin, Guang Yang, Fuchao Wei, Zonghan Yang, Yusheng Su, Shengding Hu, Yulin Chen, Chi-Min Chan, Weize Chen, Jing Yi, Weilin Zhao, Xiaozhi Wang, Zhiyuan Liu, Hai-Tao Zheng, Jianfei Chen, Yang Liu, Jie Tang, Juanzi Li, Maosong Sun
2022	J	`jnl`	Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Delta Tuning. CoRR Jing Yi, Weize Chen, Yujia Qin, Yankai Lin, Ning Ding, Xu Han, Zhiyuan Liu, Maosong Sun, Jie Zhou
2022	—	`conf`	Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Parameter-Efficient Tuning. EMNLP (Findings) Jing Yi, Weize Chen, Yujia Qin, Yankai Lin, Ning Ding, Xu Han, Zhiyuan Liu, Maosong Sun, Jie Zhou
2022	A*	`conf`	Dimension Reduction for Efficient Dense Retrieval via Conditional Autoencoder. EMNLP Zhenghao Liu, Han Zhang, Chenyan Xiong, Zhiyuan Liu, Yu Gu, Xiaohua Li
2022	J	`jnl`	Dimension Reduction for Efficient Dense Retrieval via Conditional Autoencoder. CoRR Zhenghao Liu, Han Zhang, Chenyan Xiong, Zhiyuan Liu, Yu Gu, Xiaohua Li
2022	—	`conf`	Do Pre-trained Models Benefit Knowledge Graph Completion? A Reliable Evaluation and a Reasonable Approach. ACL (Findings) Xin Lv, Yankai Lin, Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu, Peng Li, Jie Zhou
2022	—	`conf`	ELLE: Efficient Lifelong Pre-training for Emerging Data. ACL (Findings) Yujia Qin, Jiajie Zhang, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou
2022	J	`jnl`	ELLE: Efficient Lifelong Pre-training for Emerging Data. CoRR Yujia Qin, Jiajie Zhang, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou
2022	A*	`conf`	Effective Few-Shot Named Entity Linking by Meta-Learning. ICDE Xiuxing Li, Zhenyu Li, Zhengyan Zhang, Ning Liu, Haitao Yuan, Wei Zhang, Zhiyuan Liu, Jianyong Wang
2022	J	`jnl`	Effective Few-Shot Named Entity Linking by Meta-Learning. CoRR Xiuxing Li, Zhenyu Li, Zhengyan Zhang, Ning Liu, Haitao Yuan, Wei Zhang, Zhiyuan Liu, Jianyong Wang
2022	A*	`conf`	Exploring Mode Connectivity for Pre-trained Language Models. EMNLP Yujia Qin, Cheng Qian, Jing Yi, Weize Chen, Yankai Lin, Xu Han, Zhiyuan Liu, Maosong Sun, Jie Zhou
2022	J	`jnl`	Exploring Mode Connectivity for Pre-trained Language Models. CoRR Yujia Qin, Cheng Qian, Jing Yi, Weize Chen, Yankai Lin, Xu Han, Zhiyuan Liu, Maosong Sun, Jie Zhou
2022	—	`conf`	Exploring the Universal Vulnerability of Prompt-based Learning Paradigm. NAACL-HLT (Findings) Lei Xu, Yangyi Chen, Ganqu Cui, Hongcheng Gao, Zhiyuan Liu
2022	J	`jnl`	Exploring the Universal Vulnerability of Prompt-based Learning Paradigm. CoRR Lei Xu, Yangyi Chen, Ganqu Cui, Hongcheng Gao, Zhiyuan Liu
2022	—	`conf`	FPT: Improving Prompt Tuning Efficiency via Progressive Training. EMNLP (Findings) Yufei Huang, Yujia Qin, Huadong Wang, Yichun Yin, Maosong Sun, Zhiyuan Liu, Qun Liu
2022	J	`jnl`	FPT: Improving Prompt Tuning Efficiency via Progressive Training. CoRR Yufei Huang, Yujia Qin, Huadong Wang, Yichun Yin, Maosong Sun, Zhiyuan Liu, Qun Liu
2022	J	`jnl`	Few-shot Classification with Hypersphere Modeling of Prototypes. CoRR Ning Ding, Yulin Chen, Ganqu Cui, Xiaobin Wang, Hai-Tao Zheng, Zhiyuan Liu, Pengjun Xie
2022	A*	`conf`	Finding Skill Neurons in Pre-trained Transformer-based Language Models. EMNLP Xiaozhi Wang, Kaiyue Wen, Zhengyan Zhang, Lei Hou, Zhiyuan Liu, Juanzi Li
2022	J	`jnl`	Finding Skill Neurons in Pre-trained Transformer-based Language Models. CoRR Xiaozhi Wang, Kaiyue Wen, Zhengyan Zhang, Lei Hou, Zhiyuan Liu, Juanzi Li
2022	—	`conf`	Fine-Grained Scene Graph Generation with Data Transfer. ECCV (27) Ao Zhang, Yuan Yao, Qianyu Chen, Wei Ji, Zhiyuan Liu, Maosong Sun, Tat-Seng Chua
2022	J	`jnl`	Fine-Grained Scene Graph Generation with Data Transfer. CoRR Ao Zhang, Yuan Yao, Qianyu Chen, Wei Ji, Zhiyuan Liu, Maosong Sun, Tat-Seng Chua
2022	—	`conf`	Fully Hyperbolic Neural Networks. ACL (1) Weize Chen, Xu Han, Yankai Lin, Hexu Zhao, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou
2022	J	`jnl`	GACT: Activation Compressed Training for General Architectures. CoRR Xiaoxuan Liu, Lianmin Zheng, Dequan Wang, Yukuo Cen, Weize Chen, Xu Han, Jianfei Chen, Zhiyuan Liu, Jie Tang, Joey Gonzalez, Michael W. Mahoney, Alvin Cheung
2022	A*	`conf`	GACT: Activation Compressed Training for Generic Network Architectures. ICML Xiaoxuan Liu, Lianmin Zheng, Dequan Wang, Yukuo Cen, Weize Chen, Xu Han, Jianfei Chen, Zhiyuan Liu, Jie Tang, Joey Gonzalez, Michael W. Mahoney, Alvin Cheung
2022	—	`conf`	Going "Deeper": Structured Sememe Prediction via Transformer with Tree Attention. ACL (Findings) Yining Ye, Fanchao Qi, Zhiyuan Liu, Maosong Sun
2022	J	`jnl`	Guest Editorial: Special Issue on Social Media Computing. IEEE Trans. Big Data Guojie Song, Chuan Shi, Yizhou Sun, Zhiyuan Liu
2022	J	`jnl`	Improved Transformer With Multi-Head Dense Collaboration. IEEE ACM Trans. Audio Speech Lang. Process. Huadong Wang, Xin Shen, Mei Tu, Yimeng Zhuang, Zhiyuan Liu
2022	J	`jnl`	Improving Task Generalization via Unified Schema Prompt. CoRR Wanjun Zhong, Yifan Gao, Ning Ding, Zhiyuan Liu, Ming Zhou, Jiahai Wang, Jian Yin, Nan Duan
2022	—	`conf`	Knowledge Inheritance for Pre-trained Language Models. NAACL-HLT Yujia Qin, Yankai Lin, Jing Yi, Jiajie Zhang, Xu Han, Zhengyan Zhang, Yusheng Su, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou
2022	—	`conf`	Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification. ACL (1) Shengding Hu, Ning Ding, Huadong Wang, Zhiyuan Liu, Jingang Wang, Juanzi Li, Wei Wu, Maosong Sun
2022	—	`conf`	LEVEN: A Large-Scale Chinese Legal Event Detection Dataset. ACL (Findings) Feng Yao, Chaojun Xiao, Xiaozhi Wang, Zhiyuan Liu, Lei Hou, Cunchao Tu, Juanzi Li, Yun Liu, Weixing Shen, Maosong Sun
2022	J	`jnl`	LEVEN: A Large-Scale Chinese Legal Event Detection Dataset. CoRR Feng Yao, Chaojun Xiao, Xiaozhi Wang, Zhiyuan Liu, Lei Hou, Cunchao Tu, Juanzi Li, Yun Liu, Weixing Shen, Maosong Sun
2022	A*	`conf`	MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction. EMNLP Xiaozhi Wang, Yulin Chen, Ning Ding, Hao Peng, Zimu Wang, Yankai Lin, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu, Peng Li, Jie Zhou
2022	J	`jnl`	MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction. CoRR Xiaozhi Wang, Yulin Chen, Ning Ding, Hao Peng, Zimu Wang, Yankai Lin, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu, Peng Li, Jie Zhou
2022	—	`conf`	MoEfication: Transformer Feed-forward Layers are Mixtures of Experts. ACL (Findings) Zhengyan Zhang, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou
2022	A*	`conf`	Moderate-fitting as a Natural Backdoor Defender for Pre-trained Language Models. NeurIPS Biru Zhu, Yujia Qin, Ganqu Cui, Yangyi Chen, Weilin Zhao, Chong Fu, Yangdong Deng, Zhiyuan Liu, Jingang Wang, Wei Wu, Maosong Sun, Ming Gu
2022	—	`conf`	On Transferability of Prompt Tuning for Natural Language Processing. NAACL-HLT Yusheng Su, Xiaozhi Wang, Yujia Qin, Chi-Min Chan, Yankai Lin, Huadong Wang, Kaiyue Wen, Zhiyuan Liu, Peng Li, Juanzi Li, Lei Hou, Maosong Sun, Jie Zhou
2022	—	`conf`	OpenPrompt: An Open-source Framework for Prompt-learning. ACL (demo) Ning Ding, Shengding Hu, Weilin Zhao, Yulin Chen, Zhiyuan Liu, Haitao Zheng, Maosong Sun
2022	J	`jnl`	P CoRR Xiaomeng Hu, Shi Yu, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu, Ge Yu
2022	A*	`conf`	P3 Ranker: Mitigating the Gaps between Pre-training and Ranking Fine-tuning with Prompt-based Learning and Pre-finetuning. SIGIR Xiaomeng Hu, Shi Yu, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu, Ge Yu
2022	A*	`conf`	PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models. EMNLP Yuan Yao, Qianyu Chen, Ao Zhang, Wei Ji, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun
2022	J	`jnl`	PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models. CoRR Yuan Yao, Qianyu Chen, Ao Zhang, Wei Ji, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun
2022	—	`conf`	PPT: Pre-trained Prompt Tuning for Few-shot Learning. ACL (1) Yuxian Gu, Xu Han, Zhiyuan Liu, Minlie Huang
2022	J	`jnl`	PTR: Prompt Tuning with Rules for Text Classification. AI Open Xu Han, Weilin Zhao, Ning Ding, Zhiyuan Liu, Maosong Sun
2022	—	`conf`	Pass off Fish Eyes for Pearls: Attacking Model Selection of Pre-trained Models. ACL (1) Biru Zhu, Yujia Qin, Fanchao Qi, Yangdong Deng, Zhiyuan Liu, Maosong Sun, Ming Gu
2022	—	`conf`	ProQA: Structural Prompt-based Pre-training for Unified Question Answering. NAACL-HLT Wanjun Zhong, Yifan Gao, Ning Ding, Yujia Qin, Zhiyuan Liu, Ming Zhou, Jiahai Wang, Jian Yin, Nan Duan
2022	J	`jnl`	ProQA: Structural Prompt-based Pre-training for Unified Question Answering. CoRR Wanjun Zhong, Yifan Gao, Ning Ding, Yujia Qin, Zhiyuan Liu, Ming Zhou, Jiahai Wang, Jian Yin, Nan Duan
2022	—	`conf`	Program Transfer for Answering Complex Questions over Knowledge Bases. ACL (1) Shulin Cao, Jiaxin Shi, Zijun Yao, Xin Lv, Jifan Yu, Lei Hou, Juanzi Li, Zhiyuan Liu, Jinghui Xiao
2022	—	`conf`	Prompt Tuning for Discriminative Pre-trained Language Models. ACL (Findings) Yuan Yao, Bowen Dong, Ao Zhang, Zhengyan Zhang, Ruobing Xie, Zhiyuan Liu, Leyu Lin, Maosong Sun, Jianyong Wang
2022	J	`jnl`	Prompt Tuning for Discriminative Pre-trained Language Models. CoRR Yuan Yao, Bowen Dong, Ao Zhang, Zhengyan Zhang, Ruobing Xie, Zhiyuan Liu, Leyu Lin, Maosong Sun, Jianyong Wang
2022	—	`conf`	Prompt-learning for Fine-grained Entity Typing. EMNLP (Findings) Ning Ding, Yulin Chen, Xu Han, Guangwei Xu, Xiaobin Wang, Pengjun Xie, Haitao Zheng, Zhiyuan Liu, Juanzi Li, Hong-Gee Kim
2022	—	`conf`	Prototypical Verbalizer for Prompt-based Few-shot Tuning. ACL (1) Ganqu Cui, Shengding Hu, Ning Ding, Longtao Huang, Zhiyuan Liu
2022	J	`jnl`	Prototypical Verbalizer for Prompt-based Few-shot Tuning. CoRR Ganqu Cui, Shengding Hu, Ning Ding, Longtao Huang, Zhiyuan Liu
2022	—	`conf`	QuoteR: A Benchmark of Quote Recommendation for Writing. ACL (1) Fanchao Qi, Yanhui Yang, Jing Yi, Zhili Cheng, Zhiyuan Liu, Maosong Sun
2022	J	`jnl`	QuoteR: A Benchmark of Quote Recommendation for Writing. CoRR Fanchao Qi, Yanhui Yang, Jing Yi, Zhili Cheng, Zhiyuan Liu, Maosong Sun
2022	J	`jnl`	RHINE: Relation Structure-Aware Heterogeneous Information Network Embedding. IEEE Trans. Knowl. Data Eng. Chuan Shi, Yuanfu Lu, Linmei Hu, Zhiyuan Liu, Huadong Ma
2022	A*	`conf`	Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives. EMNLP Si Sun, Chenyan Xiong, Yue Yu, Arnold Overwijk, Zhiyuan Liu, Jie Bao
2022	J	`jnl`	Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives. CoRR Si Sun, Chenyan Xiong, Yue Yu, Arnold Overwijk, Zhiyuan Liu, Jie Bao
2022	—	`conf`	Sememe Prediction for BabelNet Synsets using Multilingual and Multimodal Information. ACL (Findings) Fanchao Qi, Chuancheng Lv, Zhiyuan Liu, Xiaojun Meng, Maosong Sun, Hai-Tao Zheng
2022	J	`jnl`	Sememe Prediction for BabelNet Synsets using Multilingual and Multimodal Information. CoRR Fanchao Qi, Chuancheng Lv, Zhiyuan Liu, Xiaojun Meng, Maosong Sun, Hai-Tao Zheng
2022	A*	`conf`	Sparse Structure Search for Delta Tuning. NeurIPS Shengding Hu, Zhen Zhang, Ning Ding, Yadao Wang, Yasheng Wang, Zhiyuan Liu, Maosong Sun
2022	J	`jnl`	Sparse Structure Search for Parameter-Efficient Tuning. CoRR Shengding Hu, Zhen Zhang, Ning Ding, Yadao Wang, Yasheng Wang, Zhiyuan Liu, Maosong Sun
2022	J	`jnl`	Spatial relation learning in complementary scenarios with deep neural networks. Frontiers Neurorobotics Jae Hee Lee, Yuan Yao, Ozan Özdemir, Mengdi Li, Cornelius Weber, Zhiyuan Liu, Stefan Wermter
2022	A*	`conf`	Textual Backdoor Attacks Can Be More Harmful via Two Simple Tricks. EMNLP Yangyi Chen, Fanchao Qi, Hongcheng Gao, Zhiyuan Liu, Maosong Sun
2022	J	`jnl`	Training Free Graph Neural Networks for Graph Matching. CoRR Zhiyuan Liu, Yixin Cao, Fuli Feng, Xiang Wang, Xindi Shang, Jie Tang, Kenji Kawaguchi, Tat-Seng Chua
2022	J	`jnl`	Universal Multi-Modality Retrieval with One Unified Embedding Space. CoRR Zhenghao Liu, Chenyan Xiong, Yuanhuiyi Lv, Zhiyuan Liu, Ge Yu
2022	A*	`conf`	Video as Conditional Graph Hierarchy for Multi-Granular Question Answering. AAAI Junbin Xiao, Angela Yao, Zhiyuan Liu, Yicong Li, Wei Ji, Tat-Seng Chua
2022	J	`jnl`	Visually Grounded Commonsense Knowledge Acquisition. CoRR Yuan Yao, Tianyu Yu, Ao Zhang, Mengdi Li, Ruobing Xie, Cornelius Weber, Zhiyuan Liu, Haitao Zheng, Stefan Wermter, Tat-Seng Chua, Maosong Sun
2022	A*	`conf`	Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP. EMNLP Yangyi Chen, Hongcheng Gao, Ganqu Cui, Fanchao Qi, Longtao Huang, Zhiyuan Liu, Maosong Sun
2022	J	`jnl`	Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP. CoRR Yangyi Chen, Hongcheng Gao, Ganqu Cui, Fanchao Qi, Longtao Huang, Zhiyuan Liu, Maosong Sun
2022	—	`conf`	bert2BERT: Towards Reusable Pretrained Language Models. ACL (1) Cheng Chen, Yichun Yin, Lifeng Shang, Xin Jiang, Yujia Qin, Fengyu Wang, Zhi Wang, Xiao Chen, Zhiyuan Liu, Qun Liu
2021	A*	`conf`	Adversarial Language Games for Advanced Natural Language Intelligence. AAAI Yuan Yao, Haoxi Zhong, Zhengyan Zhang, Xu Han, Xiaozhi Wang, Kai Zhang, Chaojun Xiao, Guoyang Zeng, Zhiyuan Liu, Maosong Sun
2021	—	`conf`	Automatic Construction of Sememe Knowledge Bases via Dictionaries. ACL/IJCNLP (Findings) Fanchao Qi, Yangyi Chen, Fengyu Wang, Zhiyuan Liu, Xiao Chen, Maosong Sun
2021	J	`jnl`	Automatic Construction of Sememe Knowledge Bases via Dictionaries. CoRR Fanchao Qi, Yangyi Chen, Fengyu Wang, Zhiyuan Liu, Xiao Chen, Maosong Sun
2021	—	`conf`	Better Robustness by More Coverage: Adversarial and Mixup Data Augmentation for Robust Finetuning. ACL/IJCNLP (Findings) Chenglei Si, Zhengyan Zhang, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun
2021	J	`jnl`	CED: Credible Early Detection of Social Media Rumors. IEEE Trans. Knowl. Data Eng. Changhe Song, Cheng Yang, Huimin Chen, Cunchao Tu, Zhiyuan Liu, Maosong Sun
2021	—	`conf`	CLEVE: Contrastive Pre-training for Event Extraction. ACL/IJCNLP (1) Ziqi Wang, Xiaozhi Wang, Xu Han, Yankai Lin, Lei Hou, Zhiyuan Liu, Peng Li, Juanzi Li, Jie Zhou
2021	J	`jnl`	CLEVE: Contrastive Pre-training for Event Extraction. CoRR Ziqi Wang, Xiaozhi Wang, Xu Han, Yankai Lin, Lei Hou, Zhiyuan Liu, Peng Li, Juanzi Li, Jie Zhou
2021	J	`jnl`	CPM-2: Large-scale Cost-effective Pre-trained Language Models. CoRR Zhengyan Zhang, Yuxian Gu, Xu Han, Shengqi Chen, Chaojun Xiao, Zhenbo Sun, Yuan Yao, Fanchao Qi, Jian Guan, Pei Ke, Yanzheng Cai, Guoyang Zeng, Zhixing Tan, Zhiyuan Liu, Minlie Huang, Wentao Han, Yang Liu, Xiaoyan Zhu, Maosong Sun
2021	J	`jnl`	CPM-2: Large-scale cost-effective pre-trained language models. AI Open Zhengyan Zhang, Yuxian Gu, Xu Han, Shengqi Chen, Chaojun Xiao, Zhenbo Sun, Yuan Yao, Fanchao Qi, Jian Guan, Pei Ke, Yanzheng Cai, Guoyang Zeng, Zhixing Tan, Zhiyuan Liu, Minlie Huang, Wentao Han, Yang Liu, Xiaoyan Zhu, Maosong Sun
2021	J	`jnl`	CPM: A large-scale generative Chinese Pre-trained language model. AI Open Zhengyan Zhang, Xu Han, Hao Zhou, Pei Ke, Yuxian Gu, Deming Ye, Yujia Qin, Yusheng Su, Haozhe Ji, Jian Guan, Fanchao Qi, Xiaozhi Wang, Yanan Zheng, Guoyang Zeng, Huanqi Cao, Shengqi Chen, Daixuan Li, Zhenbo Sun, Zhiyuan Liu, Minlie Huang, Wentao Han, Jie Tang, Juanzi Li, Xiaoyan Zhu, Maosong Sun
2021	J	`jnl`	CPT: Colorful Prompt Tuning for Pre-trained Vision-Language Models. CoRR Yuan Yao, Ao Zhang, Zhengyan Zhang, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun
2021	J	`jnl`	CSS-LM: A Contrastive Framework for Semi-Supervised Fine-Tuning of Pre-Trained Language Models. IEEE ACM Trans. Audio Speech Lang. Process. Yusheng Su, Xu Han, Yankai Lin, Zhengyan Zhang, Zhiyuan Liu, Peng Li, Jie Zhou, Maosong Sun
2021	J	`jnl`	CSS-LM: A Contrastive Framework for Semi-supervised Fine-tuning of Pre-trained Language Models. CoRR Yusheng Su, Xu Han, Yankai Lin, Zhengyan Zhang, Zhiyuan Liu, Peng Li, Maosong Sun
2021	J	`jnl`	CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark. CoRR Yuan Yao, Qingxiu Dong, Jian Guan, Boxi Cao, Zhengyan Zhang, Chaojun Xiao, Xiaozhi Wang, Fanchao Qi, Junwei Bao, Jinran Nie, Zheni Zeng, Yuxian Gu, Kun Zhou, Xuancheng Huang, Wenhao Li, Shuhuai Ren, Jinliang Lu, Chengqiang Xu, Huadong Wang, Guoyang Zeng, Zile Zhou, Jiajun Zhang, Juanzi Li, Minlie Huang, Rui Yan, Xiaodong He, Xiaojun Wan, Xin Zhao, Xu Sun, Yang Liu, Zhiyuan Liu, Xianpei Han, Erhong Yang, Zhifang Sui, Maosong Sun
2021	—	`conf`	Capturing Global Informativeness in Open Domain Keyphrase Extraction. NLPCC (2) Si Sun, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu, Jie Bao
2021	—	`conf`	CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the Wild. EMNLP (1) Yuan Yao, Jiaju Du, Yankai Lin, Peng Li, Zhiyuan Liu, Jie Zhou, Maosong Sun
2021	J	`jnl`	CokeBERT: Contextual knowledge selection and embedding towards enhanced pre-trained language models. AI Open Yusheng Su, Xu Han, Zhengyan Zhang, Yankai Lin, Peng Li, Zhiyuan Liu, Jie Zhou, Maosong Sun
2021	J	`jnl`	Country Image in COVID-19 Pandemic: A Case Study of China. IEEE Trans. Big Data Huimin Chen, Zeyu Zhu, Fanchao Qi, Yining Ye, Zhiyuan Liu, Maosong Sun, Jianbin Jin
2021	—	`conf`	ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning. ACL/IJCNLP (1) Yujia Qin, Yankai Lin, Ryuichi Takanobu, Zhiyuan Liu, Peng Li, Heng Ji, Minlie Huang, Maosong Sun, Jie Zhou
2021	A	`conf`	EnglishBot: An AI-Powered Conversational System for Second Language Learning. IUI Sherry Ruan, Liwei Jiang, Qianyao Xu, Zhiyuan Liu, Glenn M. Davis, Emma Brunskill, James A. Landay
2021	J	`jnl`	Equality before the Law: Legal Judgment Consistency Analysis for Fairness. CoRR Yuzhong Wang, Chaojun Xiao, Shirong Ma, Haoxi Zhong, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu, Maosong Sun
2021	J	`jnl`	Evaluating Modules in Graph Contrastive Learning. CoRR Ganqu Cui, Yufeng Du, Cheng Yang, Jie Zhou, Liang Xu, Lifeng Wang, Zhiyuan Liu
2021	J	`jnl`	Exploring Low-dimensional Intrinsic Task Subspace via Prompt Tuning. CoRR Yujia Qin, Xiaozhi Wang, Yusheng Su, Yankai Lin, Ning Ding, Zhiyuan Liu, Juanzi Li, Lei Hou, Peng Li, Maosong Sun, Jie Zhou
2021	J	`jnl`	Few-NERD: A Few-Shot Named Entity Recognition Dataset. CoRR Ning Ding, Guangwei Xu, Yulin Chen, Xiaobin Wang, Xu Han, Pengjun Xie, Haitao Zheng, Zhiyuan Liu
2021	—	`conf`	Few-NERD: A Few-shot Named Entity Recognition Dataset. ACL/IJCNLP (1) Ning Ding, Guangwei Xu, Yulin Chen, Xiaobin Wang, Xu Han, Pengjun Xie, Haitao Zheng, Zhiyuan Liu
2021	A*	`conf`	Few-Shot Conversational Dense Retrieval. SIGIR Shi Yu, Zhenghao Liu, Chenyan Xiong, Tao Feng, Zhiyuan Liu
2021	J	`jnl`	Few-Shot Conversational Dense Retrieval. CoRR Shi Yu, Zhenghao Liu, Chenyan Xiong, Tao Feng, Zhiyuan Liu
2021	—	`conf`	Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision. ACL/IJCNLP (1) Si Sun, Yingzhuo Qian, Zhenghao Liu, Chenyan Xiong, Kaitao Zhang, Jie Bao, Zhiyuan Liu, Paul Bennett
2021	J	`jnl`	From Symbols to Embeddings: A Tale of Two Representations in Computational Social Science. CoRR Huimin Chen, Cheng Yang, Xuanming Zhang, Zhiyuan Liu, Maosong Sun, Jianbin Jin
2021	J	`jnl`	From Symbols to Embeddings: A Tale of Two Representations in Computational Social Science. J. Soc. Comput. Huimin Chen, Cheng Yang, Xuanming Zhang, Zhiyuan Liu, Maosong Sun, Jianbin Jin
2021	J	`jnl`	Fully Hyperbolic Neural Networks. CoRR Weize Chen, Xu Han, Yankai Lin, Hexu Zhao, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou
2021	—	`conf`	Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger. ACL/IJCNLP (1) Fanchao Qi, Mukai Li, Yangyi Chen, Zhengyan Zhang, Zhiyuan Liu, Yasheng Wang, Maosong Sun
2021	J	`jnl`	Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger. CoRR Fanchao Qi, Mukai Li, Yangyi Chen, Zhengyan Zhang, Zhiyuan Liu, Yasheng Wang, Maosong Sun
2021	—	`conf`	Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability. EMNLP (1) Xin Lv, Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu, Yichi Zhang, Zelin Dai
2021	J	`jnl`	Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability. CoRR Xin Lv, Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu, Yichi Zhang, Zelin Dai
2021	—	`conf`	KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion. ACL/IJCNLP (Findings) Jie Zhou, Shengding Hu, Xin Lv, Cheng Yang, Zhiyuan Liu, Wei Xu, Jie Jiang, Juanzi Li, Maosong Sun
2021	J	`jnl`	KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation. Trans. Assoc. Comput. Linguistics Xiaozhi Wang, Tianyu Gao, Zhaocheng Zhu, Zhengyan Zhang, Zhiyuan Liu, Juanzi Li, Jian Tang
2021	J	`jnl`	Know what you don't need: Single-Shot Meta-Pruning for attention heads. AI Open Zhengyan Zhang, Fanchao Qi, Zhiyuan Liu, Qun Liu, Maosong Sun
2021	J	`jnl`	Knowledge Inheritance for Pre-trained Language Models. CoRR Yujia Qin, Yankai Lin, Jing Yi, Jiajie Zhang, Xu Han, Zhengyan Zhang, Yusheng Su, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou
2021	J	`jnl`	Knowledge Transfer via Pre-training for Recommendation: A Review and Prospect. Frontiers Big Data Zheni Zeng, Chaojun Xiao, Yuan Yao, Ruobing Xie, Zhiyuan Liu, Fen Lin, Leyu Lin, Maosong Sun
2021	J	`jnl`	Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification. CoRR Shengding Hu, Ning Ding, Huadong Wang, Zhiyuan Liu, Juanzi Li, Maosong Sun
2021	J	`jnl`	Knowledgeable machine learning for natural language processing. Commun. ACM Xu Han, Zhengyan Zhang, Zhiyuan Liu
2021	J	`jnl`	Lawformer: A Pre-trained Language Model for Chinese Legal Long Documents. CoRR Chaojun Xiao, Xueyu Hu, Zhiyuan Liu, Cunchao Tu, Maosong Sun
2021	J	`jnl`	Lawformer: A pre-trained language model for Chinese legal long documents. AI Open Chaojun Xiao, Xueyu Hu, Zhiyuan Liu, Cunchao Tu, Maosong Sun
2021	—	`conf`	Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction. ACL/IJCNLP (Findings) Tianyu Gao, Xu Han, Yuzhuo Bai, Keyue Qiu, Zhiyu Xie, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou
2021	J	`jnl`	Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction. CoRR Tianyu Gao, Xu Han, Keyue Qiu, Yuzhuo Bai, Zhiyu Xie, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou
2021	—	`conf`	Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer. EMNLP (1) Fanchao Qi, Yangyi Chen, Xurui Zhang, Mukai Li, Zhiyuan Liu, Maosong Sun
2021	J	`jnl`	Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer. CoRR Fanchao Qi, Yangyi Chen, Xurui Zhang, Mukai Li, Zhiyuan Liu, Maosong Sun
2021	J	`jnl`	MoEfication: Conditional Computation of Transformer Models for Efficient Inference. CoRR Zhengyan Zhang, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou
2021	Misc	`conf`	More Robust Dense Retrieval with Contrastive Dual Learning. ICTIR Yizhi Li, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu
2021	J	`jnl`	More Robust Dense Retrieval with Contrastive Dual Learning. CoRR Yizhi Li, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu
2021	—	`book`	Network Embedding: Theories, Methods, and Applications Network Embedding Cheng Yang, Zhiyuan Liu, Cunchao Tu, Chuan Shi, Maosong Sun
2021	J	`jnl`	Neural Diffusion Model for Microscopic Cascade Study. IEEE Trans. Knowl. Data Eng. Cheng Yang, Maosong Sun, Haoran Liu, Shiyi Han, Zhiyuan Liu, Huanbo Luan
2021	—	`conf`	ONION: A Simple and Effective Defense Against Textual Backdoor Attacks. EMNLP (1) Fanchao Qi, Yangyi Chen, Mukai Li, Yuan Yao, Zhiyuan Liu, Maosong Sun
2021	J	`jnl`	On Transferability of Prompt Tuning for Natural Language Understanding. CoRR Yusheng Su, Xiaozhi Wang, Yujia Qin, Chi-Min Chan, Yankai Lin, Zhiyuan Liu, Peng Li, Juanzi Li, Lei Hou, Maosong Sun, Jie Zhou
2021	—	`conf`	Open Hierarchical Relation Extraction. NAACL-HLT Kai Zhang, Yuan Yao, Ruobing Xie, Xu Han, Zhiyuan Liu, Fen Lin, Leyu Lin, Maosong Sun
2021	—	`conf`	OpenAttack: An Open-source Textual Adversarial Attack Toolkit. ACL (demo) Guoyang Zeng, Fanchao Qi, Qianrui Zhou, Tingji Zhang, Zixian Ma, Bairu Hou, Yuan Zang, Zhiyuan Liu, Maosong Sun
2021	A*	`conf`	OpenMatch: An Open Source Library for Neu-IR Research. SIGIR Zhenghao Liu, Kaitao Zhang, Chenyan Xiong, Zhiyuan Liu, Maosong Sun
2021	J	`jnl`	OpenMatch: An Open-Source Package for Information Retrieval. CoRR Zhenghao Liu, Kaitao Zhang, Chenyan Xiong, Zhiyuan Liu
2021	J	`jnl`	OpenPrompt: An Open-source Framework for Prompt-learning. CoRR Ning Ding, Shengding Hu, Weilin Zhao, Yulin Chen, Zhiyuan Liu, Hai-Tao Zheng, Maosong Sun
2021	J	`jnl`	PPT: Pre-trained Prompt Tuning for Few-shot Learning. CoRR Yuxian Gu, Xu Han, Zhiyuan Liu, Minlie Huang
2021	J	`jnl`	PTR: Prompt Tuning with Rules for Text Classification. CoRR Xu Han, Weilin Zhao, Ning Ding, Zhiyuan Liu, Maosong Sun
2021	J	`jnl`	Pre-Trained Models: Past, Present and Future. CoRR Xu Han, Zhengyan Zhang, Ning Ding, Yuxian Gu, Xiao Liu, Yuqi Huo, Jiezhong Qiu, Liang Zhang, Wentao Han, Minlie Huang, Qin Jin, Yanyan Lan, Yang Liu, Zhiyuan Liu, Zhiwu Lu, Xipeng Qiu, Ruihua Song, Jie Tang, Ji-Rong Wen, Jinhui Yuan, Wayne Xin Zhao, Jun Zhu
2021	J	`jnl`	Pre-trained models: Past, present and future. AI Open Xu Han, Zhengyan Zhang, Ning Ding, Yuxian Gu, Xiao Liu, Yuqi Huo, Jiezhong Qiu, Yuan Yao, Ao Zhang, Liang Zhang, Wentao Han, Minlie Huang, Qin Jin, Yanyan Lan, Yang Liu, Zhiyuan Liu, Zhiwu Lu, Xipeng Qiu, Ruihua Song, Jie Tang, Ji-Rong Wen, Jinhui Yuan, Wayne Xin Zhao, Jun Zhu
2021	J	`jnl`	Prompt-Learning for Fine-Grained Entity Typing. CoRR Ning Ding, Yulin Chen, Xu Han, Guangwei Xu, Pengjun Xie, Hai-Tao Zheng, Zhiyuan Liu, Juanzi Li, Hong-Gee Kim
2021	J	`jnl`	Red Alarm for Pre-trained Models: Universal Vulnerabilities by Neuron-Level Backdoor Attacks. CoRR Zhengyan Zhang, Guangxuan Xiao, Yongwei Li, Tian Lv, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Xin Jiang, Maosong Sun
2021	J	`jnl`	Representation Learning for Natural Language Processing. CoRR Zhiyuan Liu, Yankai Lin, Maosong Sun
2021	A	`conf`	Robotic Occlusion Reasoning for Efficient Object Existence Prediction. IROS Mengdi Li, Cornelius Weber, Matthias Kerzel, Jae Hee Lee, Zheni Zeng, Zhiyuan Liu, Stefan Wermter
2021	J	`jnl`	Robotic Occlusion Reasoning for Efficient Object Existence Prediction. CoRR Mengdi Li, Cornelius Weber, Matthias Kerzel, Jae Hee Lee, Zheni Zeng, Zhiyuan Liu, Stefan Wermter
2021	J	`jnl`	SHUOWEN-JIEZI: Linguistically Informed Tokenizers For Chinese Language Model Pretraining. CoRR Chenglei Si, Zhengyan Zhang, Yingfa Chen, Fanchao Qi, Xiaozhi Wang, Zhiyuan Liu, Maosong Sun
2021	J	`jnl`	Sememe knowledge computation: a review of recent advances in application and expansion of sememe knowledge bases. Frontiers Comput. Sci. Fanchao Qi, Ruobing Xie, Yuan Zang, Zhiyuan Liu, Maosong Sun
2021	—	`conf`	TIAGE: A Benchmark for Topic-Shift Aware Dialog Modeling. EMNLP (Findings) Huiyuan Xie, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu, Ann A. Copestake
2021	J	`jnl`	TIAGE: A Benchmark for Topic-Shift Aware Dialog Modeling. CoRR Huiyuan Xie, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu, Ann A. Copestake
2021	J	`jnl`	Text-Graph Enhanced Knowledge Graph Representation Learning. Frontiers Artif. Intell. Linmei Hu, Mengmei Zhang, Shaohua Li, Jinghan Shi, Chuan Shi, Cheng Yang, Zhiyuan Liu
2021	J	`jnl`	Textual Backdoor Attacks Can Be More Harmful via Two Simple Tricks. CoRR Yangyi Chen, Fanchao Qi, Zhiyuan Liu, Maosong Sun
2021	—	`conf`	Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution. ACL/IJCNLP (1) Fanchao Qi, Yuan Yao, Sophia Xu, Zhiyuan Liu, Maosong Sun
2021	J	`jnl`	Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution. CoRR Fanchao Qi, Yuan Yao, Sophia Xu, Zhiyuan Liu, Maosong Sun
2021	J	`jnl`	UPRec: User-Aware Pre-training for Recommender Systems. CoRR Chaojun Xiao, Ruobing Xie, Yuan Yao, Zhiyuan Liu, Maosong Sun, Xu Zhang, Leyu Lin
2021	J	`jnl`	Video as Conditional Graph Hierarchy for Multi-Granular Question Answering. CoRR Junbin Xiao, Angela Yao, Zhiyuan Liu, Yicong Li, Wei Ji, Tat-Seng Chua
2021	A*	`conf`	Visual Distant Supervision for Scene Graph Generation. ICCV Yuan Yao, Ao Zhang, Xu Han, Mengdi Li, Cornelius Weber, Zhiyuan Liu, Stefan Wermter, Maosong Sun
2021	J	`jnl`	Visual Distant Supervision for Scene Graph Generation. CoRR Yuan Yao, Ao Zhang, Xu Han, Mengdi Li, Cornelius Weber, Zhiyuan Liu, Stefan Wermter, Maosong Sun
2021	J	`jnl`	bert2BERT: Towards Reusable Pretrained Language Models. CoRR Cheng Chen, Yichun Yin, Lifeng Shang, Xin Jiang, Yujia Qin, Fengyu Wang, Zhi Wang, Xiao Chen, Zhiyuan Liu, Qun Liu
2020	A*	`conf`	Adaptive Graph Encoder for Attributed Graph Embedding. KDD Ganqu Cui, Jie Zhou, Cheng Yang, Zhiyuan Liu
2020	J	`jnl`	Adaptive Graph Encoder for Attributed Graph Embedding. CoRR Ganqu Cui, Jie Zhou, Cheng Yang, Zhiyuan Liu
2020	J	`jnl`	Better Robustness by More Coverage: Adversarial Training with Mixup Augmentation for Robust Fine-tuning. CoRR Chenglei Si, Zhengyan Zhang, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun
2020	J	`jnl`	CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain Search. CoRR Chenyan Xiong, Zhenghao Liu, Si Sun, Zhuyun Dai, Kaitao Zhang, Shi Yu, Zhiyuan Liu, Hoifung Poon, Jianfeng Gao, Paul Bennett
2020	J	`jnl`	CPM: A Large-scale Generative Chinese Pre-trained Language Model. CoRR Zhengyan Zhang, Xu Han, Hao Zhou, Pei Ke, Yuxian Gu, Deming Ye, Yujia Qin, Yusheng Su, Haozhe Ji, Jian Guan, Fanchao Qi, Xiaozhi Wang, Yanan Zheng, Guoyang Zeng, Huanqi Cao, Shengqi Chen, Daixuan Li, Zhenbo Sun, Zhiyuan Liu, Minlie Huang, Wentao Han, Jie Tang, Juanzi Li, Xiaoyan Zhu, Maosong Sun
2020	J	`jnl`	Contextual Knowledge Selection and Embedding towards Enhanced Pre-Trained Language Models. CoRR Yusheng Su, Xu Han, Zhengyan Zhang, Peng Li, Zhiyuan Liu, Yankai Lin, Jie Zhou, Maosong Sun
2020	A*	`conf`	Continual Relation Learning via Episodic Memory Activation and Reconsolidation. ACL Xu Han, Yi Dai, Tianyu Gao, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou
2020	—	`conf`	Coreferential Reasoning Learning for Language Representation. EMNLP (1) Deming Ye, Yankai Lin, Jiaju Du, Zhenghao Liu, Peng Li, Maosong Sun, Zhiyuan Liu
2020	J	`jnl`	Coreferential Reasoning Learning for Language Representation. CoRR Deming Ye, Yankai Lin, Jiaju Du, Zhenghao Liu, Maosong Sun, Zhiyuan Liu
2020	J	`jnl`	Country Image in COVID-19 Pandemic: A Case Study of China. CoRR Huimin Chen, Zeyu Zhu, Fanchao Qi, Yining Ye, Zhiyuan Liu, Maosong Sun, Jianbin Jin
2020	J	`jnl`	Crossmodal Language Grounding in an Embodied Neurocognitive Model. CoRR Stefan Heinrich, Yuan Yao, Tobias Hinz, Zhiyuan Liu, Thomas Hummel, Matthias Kerzel, Cornelius Weber, Stefan Wermter
2020	J	`jnl`	Crossmodal Language Grounding in an Embodied Neurocognitive Model. Frontiers Neurorobotics Stefan Heinrich, Yuan Yao, Tobias Hinz, Zhiyuan Liu, Thomas Hummel, Matthias Kerzel, Cornelius Weber, Stefan Wermter
2020	—	`conf`	Denoising Relation Extraction from Document-level Distant Supervision. EMNLP (1) Chaojun Xiao, Yuan Yao, Ruobing Xie, Xu Han, Zhiyuan Liu, Maosong Sun, Fen Lin, Leyu Lin
2020	J	`jnl`	Denoising Relation Extraction from Document-level Distant Supervision. CoRR Chaojun Xiao, Yuan Yao, Ruobing Xie, Xu Han, Zhiyuan Liu, Maosong Sun, Fen Lin, Leyu Lin
2020	—	`conf`	Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph. EMNLP (1) Xin Lv, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu, Wei Zhang, Yichi Zhang, Hao Kong, Suhui Wu
2020	J	`jnl`	Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph. CoRR Xin Lv, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu, Wei Zhang, Yichi Zhang, Hao Kong, Suhui Wu
2020	J	`jnl`	ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning. CoRR Yujia Qin, Yankai Lin, Ryuichi Takanobu, Zhiyuan Liu, Peng Li, Heng Ji, Minlie Huang, Maosong Sun, Jie Zhou
2020	—	`conf`	Enhancing Transformer with Sememe Knowledge. RepL4NLP@ACL Yuhui Zhang, Chenghao Yang, Zhengping Zhou, Zhiyuan Liu
2020	—	`conf`	ExpanRL: Hierarchical Reinforcement Learning for Course Concept Expansion in MOOCs. AACL/IJCNLP Jifan Yu, Chenyu Wang, Gan Luo, Lei Hou, Juanzi Li, Jie Tang, Minlie Huang, Zhiyuan Liu
2020	A*	`conf`	Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen. ACL Yixin Cao, Ruihao Shui, Liangming Pan, Min-Yen Kan, Zhiyuan Liu, Tat-Seng Chua
2020	J	`jnl`	Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen. CoRR Yixin Cao, Ruihao Shui, Liangming Pan, Min-Yen Kan, Zhiyuan Liu, Tat-Seng Chua
2020	—	`conf`	Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment. EMNLP (1) Zhiyuan Liu, Yixin Cao, Liangming Pan, Juanzi Li, Tat-Seng Chua
2020	J	`jnl`	Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment. CoRR Zhiyuan Liu, Yixin Cao, Liangming Pan, Juanzi Li, Zhiyuan Liu, Tat-Seng Chua
2020	A*	`conf`	Few-Shot Generative Conversational Query Rewriting. SIGIR Shi Yu, Jiahua Liu, Jingqin Yang, Chenyan Xiong, Paul N. Bennett, Jianfeng Gao, Zhiyuan Liu
2020	J	`jnl`	Few-Shot Generative Conversational Query Rewriting. CoRR Shi Yu, Jiahua Liu, Jingqin Yang, Chenyan Xiong, Paul N. Bennett, Jianfeng Gao, Zhiyuan Liu
2020	A*	`conf`	Fine-grained Fact Verification with Kernel Graph Attention Network. ACL Zhenghao Liu, Chenyan Xiong, Maosong Sun, Zhiyuan Liu
2020	—	`conf`	Generalizing Open Domain Fact Extraction and Verification to COVID-FACT thorough In-Domain Language Modeling. EMNLP (Findings) Zhenghao Liu, Chenyan Xiong, Zhuyun Dai, Si Sun, Maosong Sun, Zhiyuan Liu
2020	A*	`conf`	Graph Policy Network for Transferable Active Learning on Graphs. NeurIPS Shengding Hu, Zheng Xiong, Meng Qu, Xingdi Yuan, Marc-Alexandre Côté, Zhiyuan Liu, Jian Tang
2020	J	`jnl`	Graph Policy Network for Transferable Active Learning on Graphs. CoRR Shengding Hu, Zheng Xiong, Meng Qu, Xingdi Yuan, Marc-Alexandre Côté, Zhiyuan Liu, Jian Tang
2020	J	`jnl`	Graph neural networks: A review of methods and applications. AI Open Jie Zhou, Ganqu Cui, Shengding Hu, Zhengyan Zhang, Cheng Yang, Zhiyuan Liu, Lifeng Wang, Changcheng Li, Maosong Sun
2020	A*	`conf`	Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge Graphs. ACL Houyu Zhang, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu
2020	A*	`conf`	How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence. ACL Haoxi Zhong, Chaojun Xiao, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu, Maosong Sun
2020	J	`jnl`	How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence. CoRR Haoxi Zhong, Chaojun Xiao, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu, Maosong Sun
2020	J	`jnl`	Improving Sequence Modeling Ability of Recurrent Neural Networks via Sememes. IEEE ACM Trans. Audio Speech Lang. Process. Yujia Qin, Fanchao Qi, Sicong Ouyang, Zhiyuan Liu, Cheng Yang, Yasheng Wang, Qun Liu, Maosong Sun
2020	J	`jnl`	Integrating Image-Based and Knowledge-Based Representation Learning. IEEE Trans. Cogn. Dev. Syst. Ruobing Xie, Stefan Heinrich, Zhiyuan Liu, Cornelius Weber, Yuan Yao, Stefan Wermter, Maosong Sun
2020	—	`book`	Introduction to Graph Neural Networks Zhiyuan Liu, Jie Zhou
2020	—	`conf`	IsOBS: An Information System for Oracle Bone Script. EMNLP (Demos) Xu Han, Yuzhuo Bai, Keyue Qiu, Zhiyuan Liu, Maosong Sun
2020	A*	`conf`	Iteratively Questioning and Answering for Interpretable Legal Judgment Prediction. AAAI Haoxi Zhong, Yuzhong Wang, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu, Maosong Sun
2020	A*	`conf`	JEC-QA: A Legal-Domain Question Answering Dataset. AAAI Haoxi Zhong, Chaojun Xiao, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu, Maosong Sun
2020	J	`jnl`	Joint Keyphrase Chunking and Salience Ranking with BERT. CoRR Si Sun, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu, Jie Bao
2020	J	`jnl`	KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion. CoRR Jie Zhou, Xin Lv, Cheng Yang, Zhiyuan Liu, Juanzi Li, Maosong Sun
2020	J	`jnl`	Know What You Don't Need: Single-Shot Meta-Pruning for Attention Heads. CoRR Zhengyan Zhang, Fanchao Qi, Zhiyuan Liu, Qun Liu, Maosong Sun
2020	J	`jnl`	Knowledge Transfer via Pre-training for Recommendation: A Review and Prospect. CoRR Zheni Zeng, Chaojun Xiao, Yuan Yao, Ruobing Xie, Zhiyuan Liu, Fen Lin, Leyu Lin, Maosong Sun
2020	—	`conf`	Learning from Context or Names? An Empirical Study on Neural Relation Extraction. EMNLP (1) Hao Peng, Tianyu Gao, Xu Han, Yankai Lin, Peng Li, Zhiyuan Liu, Maosong Sun, Jie Zhou
2020	J	`jnl`	Learning from Context or Names? An Empirical Study on Neural Relation Extraction. CoRR Hao Peng, Tianyu Gao, Xu Han, Yankai Lin, Peng Li, Zhiyuan Liu, Maosong Sun, Jie Zhou
2020	A*	`conf`	Learning from Explanations with Neural Execution Tree. ICLR Ziqi Wang, Yujia Qin, Wenxuan Zhou, Jun Yan, Qinyuan Ye, Leonardo Neves, Zhiyuan Liu, Xiang Ren
2020	J	`jnl`	Learning to Attack: Towards Textual Adversarial Attacking in Real-world Situations. CoRR Yuan Zang, Bairu Hou, Fanchao Qi, Zhiyuan Liu, Xiaojun Meng, Maosong Sun
2020	J	`jnl`	Lexical Sememe Prediction using Dictionary Definitions by Capturing Local Semantic Correspondence. CoRR Jiaju Du, Fanchao Qi, Maosong Sun, Zhiyuan Liu
2020	—	`conf`	MAVEN: A Massive General Domain Event Detection Dataset. EMNLP (1) Xiaozhi Wang, Ziqi Wang, Xu Han, Wangyi Jiang, Rong Han, Zhiyuan Liu, Juanzi Li, Peng Li, Yankai Lin, Jie Zhou
2020	J	`jnl`	MAVEN: A Massive General Domain Event Detection Dataset. CoRR Xiaozhi Wang, Ziqi Wang, Xu Han, Wangyi Jiang, Rong Han, Zhiyuan Liu, Juanzi Li, Peng Li, Yankai Lin, Jie Zhou
2020	A*	`conf`	MOOCCube: A Large-scale Data Repository for NLP Applications in MOOCs. ACL Jifan Yu, Gan Luo, Tong Xiao, Qingyang Zhong, Yuquan Wang, Wenzheng Feng, Junyi Luo, Chenyu Wang, Lei Hou, Juanzi Li, Zhiyuan Liu, Jie Tang
2020	J	`jnl`	Meta Adaptive Neural Ranking with Contrastive Synthetic Supervision. CoRR Si Sun, Yingzhuo Qian, Zhenghao Liu, Chenyan Xiong, Kaitao Zhang, Jie Bao, Zhiyuan Liu, Paul Bennett
2020	B	`conf`	Meta-Information Guided Meta-Learning for Few-Shot Relation Classification. COLING Bowen Dong, Yuan Yao, Ruobing Xie, Tianyu Gao, Xu Han, Zhiyuan Liu, Fen Lin, Leyu Lin, Maosong Sun
2020	—	`conf`	More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction. AACL/IJCNLP Xu Han, Tianyu Gao, Yankai Lin, Hao Peng, Yaoliang Yang, Chaojun Xiao, Zhiyuan Liu, Peng Li, Jie Zhou, Maosong Sun
2020	J	`jnl`	More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction. CoRR Xu Han, Tianyu Gao, Yankai Lin, Hao Peng, Yaoliang Yang, Chaojun Xiao, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou
2020	A*	`conf`	Multi-Channel Reverse Dictionary Model. AAAI Lei Zheng, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun
2020	—	`conf`	Neural Gibbs Sampling for Joint Event Argument Extraction. AACL/IJCNLP Xiaozhi Wang, Shengyu Jia, Xu Han, Zhiyuan Liu, Juanzi Li, Peng Li, Jie Zhou
2020	A*	`conf`	Neural Snowball for Few-Shot Relation Learning. AAAI Tianyu Gao, Xu Han, Ruobing Xie, Zhiyuan Liu, Fen Lin, Leyu Lin, Maosong Sun
2020	J	`jnl`	ONION: A Simple and Effective Defense Against Textual Backdoor Attacks. CoRR Fanchao Qi, Yangyi Chen, Mukai Li, Zhiyuan Liu, Maosong Sun
2020	J	`jnl`	OpenAttack: An Open-source Textual Adversarial Attack Toolkit. CoRR Guoyang Zeng, Fanchao Qi, Qianrui Zhou, Tingji Zhang, Bairu Hou, Yuan Zang, Zhiyuan Liu, Maosong Sun
2020	—	`conf`	Partially-Aligned Data-to-Text Generation with Distant Supervision. EMNLP (1) Zihao Fu, Bei Shi, Wai Lam, Lidong Bing, Zhiyuan Liu
2020	J	`jnl`	Partially-Aligned Data-to-Text Generation with Distant Supervision. CoRR Zihao Fu, Bei Shi, Wai Lam, Lidong Bing, Zhiyuan Liu
2020	J	`jnl`	Reinforced Zero-Shot Cross-Lingual Neural Headline Generation. IEEE ACM Trans. Audio Speech Lang. Process. Ayana, Yun Chen, Cheng Yang, Zhiyuan Liu, Maosong Sun
2020	—	`book`	Representation Learning for Natural Language Processing Zhiyuan Liu, Yankai Lin, Maosong Sun
2020	J	`jnl`	Representation Learning for the Semantic Web. J. Web Semant. Heiko Paulheim, Volker Tresp, Zhiyuan Liu
2020	A*	`conf`	Selective Weak Supervision for Neural Information Retrieval. WWW Kaitao Zhang, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu
2020	J	`jnl`	Selective Weak Supervision for Neural Information Retrieval. CoRR Kaitao Zhang, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu
2020	J	`jnl`	Topic-sensitive neural headline generation. Sci. China Inf. Sci. Ayana, Ziyun Wang, Lei Xu, Zhiyuan Liu, Maosong Sun
2020	A*	`conf`	Towards Building a Multilingual Sememe Knowledge Base: Predicting Sememes for BabelNet Synsets. AAAI Fanchao Qi, Liang Chang, Maosong Sun, Sicong Ouyang, Zhiyuan Liu
2020	—	`conf`	Train No Evil: Selective Masking for Task-Guided Pre-Training. EMNLP (1) Yuxian Gu, Zhengyan Zhang, Xiaozhi Wang, Zhiyuan Liu, Maosong Sun
2020	J	`jnl`	Train No Evil: Selective Masking for Task-guided Pre-training. CoRR Yuxian Gu, Zhengyan Zhang, Xiaozhi Wang, Zhiyuan Liu, Maosong Sun
2020	B	`conf`	Try to Substitute: An Unsupervised Chinese Word Sense Disambiguation Method Based on HowNet. COLING Bairu Hou, Fanchao Qi, Yuan Zang, Xurui Zhang, Zhiyuan Liu, Maosong Sun
2020	—	`conf`	WantWords: An Open-source Online Reverse Dictionary System. EMNLP (Demos) Fanchao Qi, Lei Zhang, Yanhui Yang, Zhiyuan Liu, Maosong Sun
2020	A*	`conf`	Word-level Textual Adversarial Attacking as Combinatorial Optimization. ACL Yuan Zang, Fanchao Qi, Chenghao Yang, Zhiyuan Liu, Meng Zhang, Qun Liu, Maosong Sun
2019	J	`jnl`	A Unified Framework for Community Detection and Network Representation Learning. IEEE Trans. Knowl. Data Eng. Cunchao Tu, Xiangkai Zeng, Hao Wang, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun, Bo Zhang, Leyu Lin
2019	—	`conf`	Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations. EMNLP/IJCNLP (1) Xin Lv, Yuxian Gu, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu
2019	J	`jnl`	Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations. CoRR Xin Lv, Yuxian Gu, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu
2019	J	`jnl`	Adversarial Language Games for Advanced Natural Language Intelligence. CoRR Yuan Yao, Haoxi Zhong, Zhengyan Zhang, Xu Han, Xiaozhi Wang, Chaojun Xiao, Guoyang Zeng, Zhiyuan Liu, Maosong Sun
2019	—	`conf`	Adversarial Training for Weakly Supervised Event Detection. NAACL-HLT (1) Xiaozhi Wang, Xu Han, Zhiyuan Liu, Maosong Sun, Peng Li
2019	—	`conf`	Automatic Judgment Prediction via Legal Reading Comprehension. CCL Shangbang Long, Cunchao Tu, Zhiyuan Liu, Maosong Sun
2019	J	`jnl`	Bootstrapping Knowledge Graphs From Images and Text. Frontiers Neurorobotics Jiayuan Mao, Yuan Yao, Stefan Heinrich, Tobias Hinz, Cornelius Weber, Stefan Wermter, Zhiyuan Liu, Maosong Sun
2019	J	`jnl`	CAIL2019-SCM: A Dataset of Similar Case Matching in Legal Domain. CoRR Chaojun Xiao, Haoxi Zhong, Zhipeng Guo, Cunchao Tu, Zhiyuan Liu, Maosong Sun, Tianyang Zhang, Xianpei Han, Zhen Hu, Heng Wang, Jianfeng Xu
2019	—	`conf`	CJRC: A Reliable Human-Annotated Benchmark DataSet for Chinese Judicial Reading Comprehension. CCL Xingyi Duan, Baoxin Wang, Ziyue Wang, Wentao Ma, Yiming Cui, Dayong Wu, Shijin Wang, Ting Liu, Tianxiang Huo, Zhen Hu, Heng Wang, Zhiyuan Liu
2019	J	`jnl`	CJRC: A Reliable Human-Annotated Benchmark DataSet for Chinese Judicial Reading Comprehension. CoRR Xingyi Duan, Baoxin Wang, Ziyue Wang, Wentao Ma, Yiming Cui, Dayong Wu, Shijin Wang, Ting Liu, Tianxiang Huo, Zhen Hu, Heng Wang, Zhiyuan Liu
2019	J	`jnl`	COS960: A Chinese Word Similarity Dataset of 960 Word Pairs. CoRR Junjie Huang, Fanchao Qi, Chenghao Yang, Zhiyuan Liu, Maosong Sun
2019	—	`ed.`	Chinese Computational Linguistics - 18th China National Conference, CCL 2019, Kunming, China, October 18-20, 2019, Proceedings CCL Maosong Sun, Xuanjing Huang, Heng Ji, Zhiyuan Liu, Yang Liu
2019	—	`conf`	Chinese Relation Extraction with Multi-Grained Information and External Linguistic Knowledge. ACL (1) Ziran Li, Ning Ding, Zhiyuan Liu, Haitao Zheng, Ying Shen
2019	J	`jnl`	Conversation Generation with Concept Flow. CoRR Houyu Zhang, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu
2019	—	`conf`	Course Concept Expansion in MOOCs with External Knowledge and Interactive Game. ACL (1) Jifan Yu, Chenyu Wang, Gan Luo, Lei Hou, Juanzi Li, Zhiyuan Liu, Jie Tang
2019	J	`jnl`	Course Concept Expansion in MOOCs with External Knowledge and Interactive Game. CoRR Jifan Yu, Chenyu Wang, Gan Luo, Lei Hou, Juanzi Li, Jie Tang, Zhiyuan Liu
2019	—	`conf`	DIAG-NRE: A Neural Pattern Diagnosis Framework for Distantly Supervised Neural Relation Extraction. ACL (1) Shun Zheng, Xu Han, Yankai Lin, Peilin Yu, Lu Chen, Ling Huang, Zhiyuan Liu, Wei Xu
2019	A*	`conf`	DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization. AAAI Jiaxin Shi, Chen Liang, Lei Hou, Juanzi Li, Zhiyuan Liu, Hanwang Zhang
2019	—	`conf`	DocRED: A Large-Scale Document-Level Relation Extraction Dataset. ACL (1) Yuan Yao, Deming Ye, Peng Li, Xu Han, Yankai Lin, Zhenghao Liu, Zhiyuan Liu, Lixin Huang, Jie Zhou, Maosong Sun
2019	J	`jnl`	DocRED: A Large-Scale Document-Level Relation Extraction Dataset. CoRR Yuan Yao, Deming Ye, Peng Li, Xu Han, Yankai Lin, Zhenghao Liu, Zhiyuan Liu, Lixin Huang, Jie Zhou, Maosong Sun
2019	—	`conf`	ERNIE: Enhanced Language Representation with Informative Entities. ACL (1) Zhengyan Zhang, Xu Han, Zhiyuan Liu, Xin Jiang, Maosong Sun, Qun Liu
2019	J	`jnl`	ERNIE: Enhanced Language Representation with Informative Entities. CoRR Zhengyan Zhang, Xu Han, Zhiyuan Liu, Xin Jiang, Maosong Sun, Qun Liu
2019	J	`jnl`	Enhancing Recurrent Neural Networks with Sememes. CoRR Yujia Qin, Fanchao Qi, Sicong Ouyang, Zhiyuan Liu, Cheng Yang, Yasheng Wang, Qun Liu, Maosong Sun
2019	—	`conf`	Event Detection with Trigger-Aware Lattice Neural Network. EMNLP/IJCNLP (1) Ning Ding, Ziran Li, Zhiyuan Liu, Haitao Zheng, Zibo Lin
2019	—	`conf`	Explore Entity Embedding Effectiveness in Entity Retrieval. CCL Zhenghao Liu, Chenyan Xiong, Maosong Sun, Zhiyuan Liu
2019	J	`jnl`	Explore Entity Embedding Effectiveness in Entity Retrieval. CoRR Zhenghao Liu, Chenyan Xiong, Maosong Sun, Zhiyuan Liu
2019	—	`conf`	Fact Discovery from Knowledge Base via Facet Decomposition. NAACL-HLT (1) Zihao Fu, Yankai Lin, Zhiyuan Liu, Wai Lam
2019	J	`jnl`	Fact Discovery from Knowledge Base via Facet Decomposition. CoRR Zihao Fu, Yankai Lin, Zhiyuan Liu, Wai Lam
2019	—	`conf`	FewRel 2.0: Towards More Challenging Few-Shot Relation Classification. EMNLP/IJCNLP (1) Tianyu Gao, Xu Han, Hao Zhu, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou
2019	J	`jnl`	FewRel 2.0: Towards More Challenging Few-Shot Relation Classification. CoRR Tianyu Gao, Xu Han, Hao Zhu, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou
2019	—	`conf`	GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification. ACL (1) Jie Zhou, Xu Han, Cheng Yang, Zhiyuan Liu, Lifeng Wang, Changcheng Li, Maosong Sun
2019	J	`jnl`	GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification. CoRR Jie Zhou, Xu Han, Cheng Yang, Zhiyuan Liu, Lifeng Wang, Changcheng Li, Maosong Sun
2019	—	`conf`	Graph Neural Networks with Generated Parameters for Relation Extraction. ACL (1) Hao Zhu, Yankai Lin, Zhiyuan Liu, Jie Fu, Tat-Seng Chua, Maosong Sun
2019	J	`jnl`	Graph Neural Networks with Generated Parameters for Relation Extraction. CoRR Hao Zhu, Yankai Lin, Zhiyuan Liu, Jie Fu, Tat-Seng Chua, Maosong Sun
2019	—	`conf`	HMEAE: Hierarchical Modular Event Argument Extraction. EMNLP/IJCNLP (1) Xiaozhi Wang, Ziqi Wang, Xu Han, Zhiyuan Liu, Juanzi Li, Peng Li, Maosong Sun, Jie Zhou, Xiang Ren
2019	A*	`conf`	Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification. AAAI Tianyu Gao, Xu Han, Zhiyuan Liu, Maosong Sun
2019	J	`jnl`	JEC-QA: A Legal-Domain Question Answering Dataset. CoRR Haoxi Zhong, Chaojun Xiao, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu, Maosong Sun
2019	J	`jnl`	KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation. CoRR Xiaozhi Wang, Tianyu Gao, Zhaocheng Zhu, Zhiyuan Liu, Juanzi Li, Jian Tang
2019	J	`jnl`	Learning to Annotate: Modularizing Data Augmentation for Text Classifiers with Natural Language Explanations. CoRR Ziqi Wang, Yujia Qin, Wenxuan Zhou, Jun Yan, Qinyuan Ye, Leonardo Neves, Zhiyuan Liu, Xiang Ren
2019	A*	`conf`	Learning to Embed Sentences Using Attentive Recursive Trees. AAAI Jiaxin Shi, Lei Hou, Juanzi Li, Zhiyuan Liu, Hanwang Zhang
2019	—	`conf`	Legal Cause Prediction with Inner Descriptions and Outer Hierarchies. CCL Zhiyuan Liu, Cunchao Tu, Zhiyuan Liu, Maosong Sun
2019	—	`conf`	Low-Resource Name Tagging Learned with Weakly Labeled Data. EMNLP/IJCNLP (1) Yixin Cao, Zikun Hu, Tat-Seng Chua, Zhiyuan Liu, Heng Ji
2019	J	`jnl`	Low-Resource Name Tagging Learned with Weakly Labeled Data. CoRR Yixin Cao, Zikun Hu, Tat-Seng Chua, Zhiyuan Liu, Heng Ji
2019	—	`conf`	Modeling Semantic Compositionality with Sememe Knowledge. ACL (1) Fanchao Qi, Junjie Huang, Chenghao Yang, Zhiyuan Liu, Xiao Chen, Qun Liu, Maosong Sun
2019	J	`jnl`	Modeling Semantic Compositionality with Sememe Knowledge. CoRR Fanchao Qi, Junjie Huang, Chenghao Yang, Zhiyuan Liu, Xiao Chen, Qun Liu, Maosong Sun
2019	—	`conf`	Multi-Channel Graph Neural Network for Entity Alignment. ACL (1) Yixin Cao, Zhiyuan Liu, Chengjiang Li, Zhiyuan Liu, Juanzi Li, Tat-Seng Chua
2019	J	`jnl`	Multi-Channel Graph Neural Network for Entity Alignment. CoRR Yixin Cao, Zhiyuan Liu, Chengjiang Li, Zhiyuan Liu, Juanzi Li, Tat-Seng Chua
2019	A	`conf`	Multi-Interest Network with Dynamic Routing for Recommendation at Tmall. CIKM Chao Li, Zhiyuan Liu, Mengmeng Wu, Yuchi Xu, Huan Zhao, Pipei Huang, Guoliang Kang, Qiwei Chen, Wei Li, Dik Lun Lee
2019	J	`jnl`	Multi-Interest Network with Dynamic Routing for Recommendation at Tmall. CoRR Chao Li, Zhiyuan Liu, Mengmeng Wu, Yuchi Xu, Pipei Huang, Huan Zhao, Guoliang Kang, Qiwei Chen, Wei Li, Dik Lun Lee
2019	J	`jnl`	Multi-Paragraph Reasoning with Knowledge-enhanced Graph Neural Network. CoRR Deming Ye, Yankai Lin, Zhenghao Liu, Zhiyuan Liu, Maosong Sun
2019	J	`jnl`	Multi-channel Reverse Dictionary Model. CoRR Lei Zhang, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun
2019	A*	`conf`	Multi-scale Information Diffusion Prediction with Reinforced Recurrent Networks. IJCAI Cheng Yang, Jian Tang, Maosong Sun, Ganqu Cui, Zhiyuan Liu
2019	Misc	`conf`	Neural Document Expansion with User Feedback. ICTIR Yue Yin, Chenyan Xiong, Cheng Luo, Zhiyuan Liu
2019	J	`jnl`	Neural Document Expansion with User Feedback. CoRR Yue Yin, Chenyan Xiong, Cheng Luo, Zhiyuan Liu
2019	J	`jnl`	Neural Snowball for Few-Shot Relation Learning. CoRR Tianyu Gao, Xu Han, Ruobing Xie, Zhiyuan Liu, Fen Lin, Leyu Lin, Maosong Sun
2019	—	`conf`	NumNet: Machine Reading Comprehension with Numerical Reasoning. EMNLP/IJCNLP (1) Qiu Ran, Yankai Lin, Peng Li, Jie Zhou, Zhiyuan Liu
2019	J	`jnl`	NumNet: Machine Reading Comprehension with Numerical Reasoning. CoRR Qiu Ran, Yankai Lin, Peng Li, Jie Zhou, Zhiyuan Liu
2019	—	`conf`	Open Relation Extraction: Relational Knowledge Transfer from Supervised Data to Unsupervised Data. EMNLP/IJCNLP (1) Ruidong Wu, Yuan Yao, Xu Han, Ruobing Xie, Zhiyuan Liu, Fen Lin, Leyu Lin, Maosong Sun
2019	J	`jnl`	Open the Boxes of Words: Incorporating Sememes into Textual Adversarial Attack. CoRR Yuan Zang, Chenghao Yang, Fanchao Qi, Zhiyuan Liu, Meng Zhang, Qun Liu, Maosong Sun
2019	J	`jnl`	OpenHowNet: An Open Sememe-based Lexical Knowledge Base. CoRR Fanchao Qi, Chenghao Yang, Zhiyuan Liu, Qiang Dong, Maosong Sun, Zhendong Dong
2019	—	`conf`	OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction. EMNLP/IJCNLP (3) Xu Han, Tianyu Gao, Yuan Yao, Deming Ye, Zhiyuan Liu, Maosong Sun
2019	J	`jnl`	OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction. CoRR Xu Han, Tianyu Gao, Yuan Yao, Deming Ye, Zhiyuan Liu, Maosong Sun
2019	B	`conf`	Poster: WatchYouWatch A Web-Cam Based Natural Customer Attention Tracking Shelf. EWSN Mengxin Cao, Zhiyuan Liu, Haotian Long, Guang Li
2019	—	`conf`	Quantifying Similarity between Relations with Fact Distribution. ACL (1) Weize Chen, Hao Zhu, Xu Han, Zhiyuan Liu, Maosong Sun
2019	J	`jnl`	Quantifying Similarity between Relations with Fact Distribution. CoRR Weize Chen, Hao Zhu, Xu Han, Zhiyuan Liu, Maosong Sun
2019	A*	`conf`	Relation Structure-Aware Heterogeneous Information Network Embedding. AAAI Yuanfu Lu, Chuan Shi, Linmei Hu, Zhiyuan Liu
2019	J	`jnl`	Relation Structure-Aware Heterogeneous Information Network Embedding. CoRR Yuanfu Lu, Chuan Shi, Linmei Hu, Zhiyuan Liu
2019	J	`jnl`	Towards Building a Multilingual Sememe Knowledge Base: Predicting Sememes for BabelNet Synsets. CoRR Fanchao Qi, Liang Chang, Maosong Sun, Sicong Ouyang, Zhiyuan Liu
2019	J	`jnl`	Understanding the Behaviors of BERT in Ranking. CoRR Yifan Qiao, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu
2019	—	`conf`	XQA: A Cross-lingual Open-domain Question Answering Dataset. ACL (1) Jiahua Liu, Yankai Lin, Zhiyuan Liu, Maosong Sun
2018	B	`conf`	Adversarial Multi-lingual Neural Relation Extraction. COLING Xiaozhi Wang, Xu Han, Yankai Lin, Zhiyuan Liu, Maosong Sun
2018	J	`jnl`	Automatic Judgment Prediction via Legal Reading Comprehension. CoRR Shangbang Long, Cunchao Tu, Zhiyuan Liu, Maosong Sun
2018	J	`jnl`	CAIL2018: A Large-Scale Legal Dataset for Judgment Prediction. CoRR Chaojun Xiao, Haoxi Zhong, Zhipeng Guo, Cunchao Tu, Zhiyuan Liu, Maosong Sun, Yansong Feng, Xianpei Han, Zhen Hu, Heng Wang, Jianfeng Xu
2018	J	`jnl`	CED: Credible Early Detection of Social Media Rumors. CoRR Changhe Song, Cunchao Tu, Cheng Yang, Zhiyuan Liu, Maosong Sun
2018	J	`jnl`	COSINE: Compressive Network Embedding on Large-scale Information Networks. CoRR Zhengyan Zhang, Cheng Yang, Zhiyuan Liu, Maosong Sun, Zhichong Fang, Bo Zhang, Leyu Lin
2018	—	`ed.`	Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data - 17th China National Conference, CCL 2018, and 6th International Symposium, NLP-NABD 2018, Changsha, China, October 19-21, 2018, Proceedings CCL Maosong Sun, Ting Liu, Xiaojie Wang, Zhiyuan Liu, Yang Liu
2018	A*	`conf`	Chinese LIWC Lexicon Expansion via Hierarchical Classification of Word Embeddings with Sememe Attention. AAAI Xiangkai Zeng, Cheng Yang, Cunchao Tu, Zhiyuan Liu, Maosong Sun
2018	A*	`conf`	Consistency and Variation in Kernel Neural Ranking Model. SIGIR Mary Arpita Pyreddy, Varshini Ramaseshan, Narendra Nath Joshi, Zhuyun Dai, Chenyan Xiong, Jamie Callan, Zhiyuan Liu
2018	J	`jnl`	Consistency and Variation in Kernel Neural Ranking Model. CoRR Mary Arpita Pyreddy, Varshini Ramaseshan, Narendra Nath Joshi, Zhuyun Dai, Chenyan Xiong, Jamie Callan, Zhiyuan Liu
2018	A	`conf`	Convolutional Neural Networks for Soft-Matching N-Grams in Ad-hoc Search. WSDM Zhuyun Dai, Chenyan Xiong, Jamie Callan, Zhiyuan Liu
2018	A*	`conf`	Cross-lingual Lexical Sememe Prediction. EMNLP Fanchao Qi, Yankai Lin, Maosong Sun, Hao Zhu, Ruobing Xie, Zhiyuan Liu
2018	J	`jnl`	DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization. CoRR Jiaxin Shi, Chen Liang, Lei Hou, Juanzi Li, Zhiyuan Liu, Hanwang Zhang
2018	J	`jnl`	Denoising Distant Supervision for Relation Extraction via Instance-Level Adversarial Training. CoRR Xu Han, Zhiyuan Liu, Maosong Sun
2018	—	`conf`	Denoising Distantly Supervised Open-Domain Question Answering. ACL (1) Yankai Lin, Haozhe Ji, Zhiyuan Liu, Maosong Sun
2018	A*	`conf`	Differentiating Concepts and Instances for Knowledge Graph Embedding. EMNLP Xin Lv, Lei Hou, Juanzi Li, Zhiyuan Liu
2018	J	`jnl`	Differentiating Concepts and Instances for Knowledge Graph Embedding. CoRR Xin Lv, Lei Hou, Juanzi Li, Zhiyuan Liu
2018	A*	`conf`	Does William Shakespeare REALLY Write Hamlet? Knowledge Representation Learning With Confidence. AAAI Ruobing Xie, Zhiyuan Liu, Fen Lin, Leyu Lin
2018	—	`conf`	Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information Retrieval. ACL (1) Zhenghao Liu, Chenyan Xiong, Maosong Sun, Zhiyuan Liu
2018	J	`jnl`	Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information Retrieval. CoRR Zhenghao Liu, Chenyan Xiong, Maosong Sun, Zhiyuan Liu
2018	B	`conf`	Few-Shot Charge Prediction with Discriminative Legal Attributes. COLING Zikun Hu, Xiang Li, Cunchao Tu, Zhiyuan Liu, Maosong Sun
2018	J	`jnl`	FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation. CoRR Xu Han, Hao Zhu, Pengfei Yu, Ziyun Wang, Yuan Yao, Zhiyuan Liu, Maosong Sun
2018	A*	`conf`	FewRel: A Large-Scale Supervised Few-shot Relation Classification Dataset with State-of-the-Art Evaluation. EMNLP Xu Han, Hao Zhu, Pengfei Yu, Ziyun Wang, Yuan Yao, Zhiyuan Liu, Maosong Sun
2018	Misc	`conf`	GazeLabel: A Cost-free Data Labeling System with Public Displays using Eye-tracking. SenSys Zhiyuan Liu, Feitong Qiao, Haotian Long, Guang Li
2018	J	`jnl`	Graph Neural Networks: A Review of Methods and Applications. CoRR Jie Zhou, Ganqu Cui, Zhengyan Zhang, Cheng Yang, Zhiyuan Liu, Maosong Sun
2018	A*	`conf`	Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention. EMNLP Xu Han, Pengfei Yu, Zhiyuan Liu, Maosong Sun, Peng Li
2018	A*	`conf`	Improving Neural Fine-Grained Entity Typing With Knowledge Attention. AAAI Ji Xin, Yankai Lin, Zhiyuan Liu, Maosong Sun
2018	—	`conf`	Incorporating Chinese Characters of Words for Lexical Sememe Prediction. ACL (1) Huiming Jin, Hao Zhu, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Fen Lin, Leyu Lin
2018	J	`jnl`	Incorporating Chinese Characters of Words for Lexical Sememe Prediction. CoRR Huiming Jin, Hao Zhu, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Fen Lin, Leyu Lin
2018	A*	`conf`	Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision. EMNLP Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu, Chengjiang Li, Xu Chen, Tiansi Dong
2018	J	`jnl`	Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision. CoRR Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu, Chengjiang Li, Xu Chen, Tiansi Dong
2018	J	`jnl`	Knowledge Representation Learning: A Quantitative Review. CoRR Yankai Lin, Xu Han, Ruobing Xie, Zhiyuan Liu, Maosong Sun
2018	A*	`conf`	Language Modeling with Sparse Product of Sememe Experts. EMNLP Yihong Gu, Jun Yan, Hao Zhu, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Fen Lin, Leyu Lin
2018	J	`jnl`	Language Modeling with Sparse Product of Sememe Experts. CoRR Yihong Gu, Jun Yan, Hao Zhu, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Fen Lin, Leyu Lin
2018	J	`jnl`	Learning to Embed Sentences Using Attentive Recursive Trees. CoRR Jiaxin Shi, Lei Hou, Juanzi Li, Zhiyuan Liu, Hanwang Zhang
2018	A*	`conf`	Legal Judgment Prediction via Topological Learning. EMNLP Haoxi Zhong, Zhipeng Guo, Cunchao Tu, Chaojun Xiao, Zhiyuan Liu, Maosong Sun
2018	B	`conf`	Neural Collective Entity Linking. COLING Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu
2018	J	`jnl`	Neural Collective Entity Linking. CoRR Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu
2018	J	`jnl`	Neural Diffusion Model for Microscopic Cascade Prediction. CoRR Cheng Yang, Maosong Sun, Haoran Liu, Shiyi Han, Zhiyuan Liu, Huanbo Luan
2018	A*	`conf`	Neural Knowledge Acquisition via Mutual Attention Between Knowledge Graph and Text. AAAI Xu Han, Zhiyuan Liu, Maosong Sun
2018	—	`conf`	OpenKE: An Open Toolkit for Knowledge Embedding. EMNLP (Demonstration) Xu Han, Shulin Cao, Xin Lv, Yankai Lin, Zhiyuan Liu, Maosong Sun, Juanzi Li
2018	J	`jnl`	Overview of CAIL2018: Legal Judgment Prediction Competition. CoRR Haoxi Zhong, Chaojun Xiao, Zhipeng Guo, Cunchao Tu, Zhiyuan Liu, Maosong Sun, Yansong Feng, Xianpei Han, Zhen Hu, Heng Wang, Jianfeng Xu
2018	A*	`conf`	Put It Back: Entity Typing with Language Model Enhancement. EMNLP Ji Xin, Hao Zhu, Xu Han, Zhiyuan Liu, Maosong Sun
2018	A*	`conf`	Query Suggestion with Feedback Memory Network. WWW Bin Wu, Chenyan Xiong, Maosong Sun, Zhiyuan Liu
2018	J	`jnl`	Zero-Shot Cross-Lingual Neural Headline Generation. IEEE ACM Trans. Audio Speech Lang. Process. Shiqi Shen, Yun Chen, Cheng Yang, Zhiyuan Liu, Maosong Sun
2017	J	`jnl`	A Neural Network Approach to Jointly Modeling Social Networks and Mobile Trajectories. ACM Trans. Inf. Syst. Cheng Yang, Maosong Sun, Wayne Xin Zhao, Zhiyuan Liu, Edward Y. Chang
2017	—	`conf`	CANE: Context-Aware Network Embedding for Relation Modeling. ACL (1) Cunchao Tu, Han Liu, Zhiyuan Liu, Maosong Sun
2017	J	`jnl`	Does William Shakespeare REALLY Write Hamlet? Knowledge Representation Learning with Confidence. CoRR Ruobing Xie, Zhiyuan Liu, Maosong Sun
2017	A*	`conf`	End-to-End Neural Ad-hoc Ranking with Kernel Pooling. SIGIR Chenyan Xiong, Zhuyun Dai, Jamie Callan, Zhiyuan Liu, Russell Power
2017	J	`jnl`	End-to-End Neural Ad-hoc Ranking with Kernel Pooling. CoRR Chenyan Xiong, Zhuyun Dai, Jamie Callan, Zhiyuan Liu, Russell Power
2017	A*	`conf`	Fast Network Embedding Enhancement via High Order Proximity Approximation. IJCAI Cheng Yang, Maosong Sun, Zhiyuan Liu, Cunchao Tu
2017	A*	`conf`	Image-embodied Knowledge Representation Learning. IJCAI Ruobing Xie, Zhiyuan Liu, Huanbo Luan, Maosong Sun
2017	—	`conf`	Improved Word Representation Learning with Sememes. ACL (1) Yilin Niu, Ruobing Xie, Zhiyuan Liu, Maosong Sun
2017	J	`jnl`	Improving Word Representations with Document Labels. IEEE ACM Trans. Audio Speech Lang. Process. Liner Yang, Xinxiong Chen, Zhiyuan Liu, Maosong Sun
2017	A*	`conf`	Incorporating Relation Paths in Neural Relation Extraction. EMNLP Wenyuan Zeng, Yankai Lin, Zhiyuan Liu, Maosong Sun
2017	A*	`conf`	Iterative Entity Alignment via Joint Knowledge Embeddings. IJCAI Hao Zhu, Ruobing Xie, Zhiyuan Liu, Maosong Sun
2017	A*	`conf`	Lexical Sememe Prediction via Word Embeddings and Matrix Factorization. IJCAI Ruobing Xie, Xingchi Yuan, Zhiyuan Liu, Maosong Sun
2017	—	`conf`	Neural Relation Extraction with Multi-lingual Attention. ACL (1) Yankai Lin, Zhiyuan Liu, Maosong Sun
2017	—	`conf`	On Modeling Sense Relatedness in Multi-prototype Word Embedding. IJCNLP(1) Yixin Cao, Jiaxin Shi, Juanzi Li, Zhiyuan Liu, Chengjiang Li
2017	J	`jnl`	PRISM: Profession Identification in Social Media. ACM Trans. Intell. Syst. Technol. Cunchao Tu, Zhiyuan Liu, Huanbo Luan, Maosong Sun
2017	J	`jnl`	Recent Advances on Neural Headline Generation. J. Comput. Sci. Technol. Ayana, Shiqi Shen, Yankai Lin, Cun-Chao Tu, Yu Zhao, Zhiyuan Liu, Maosong Sun
2017	A*	`conf`	TransNet: Translation-Based Network Representation Learning for Social Relation Extraction. IJCAI Cunchao Tu, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun
2016	J	`jnl`	A Neural Network Approach to Joint Modeling Social Networks and Mobile Trajectories. CoRR Cheng Yang, Maosong Sun, Wayne Xin Zhao, Zhiyuan Liu, Edward Y. Chang
2016	—	`ed.`	Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data - 15th China National Conference, CCL 2016, and 4th International Symposium, NLP-NABD 2016, Yantai, China, October 15-16, 2016, Proceedings CCL Maosong Sun, Xuanjing Huang, Hongfei Lin, Zhiyuan Liu, Yang Liu
2016	J	`jnl`	Community-enhanced Network Representation Learning for Network Analysis. CoRR Cunchao Tu, Hao Wang, Xiangkai Zeng, Zhiyuan Liu, Maosong Sun
2016	—	`conf`	Crossmodal Language Grounding, Learning, and Teaching. CoCo@NIPS Stefan Heinrich, Cornelius Weber, Stefan Wermter, Ruobing Xie, Yankai Lin, Zhiyuan Liu
2016	J	`jnl`	Image-embodied Knowledge Representation Learning. CoRR Ruobing Xie, Zhiyuan Liu, Tat-Seng Chua, Huan-Bo Luan, Maosong Sun
2016	J	`jnl`	Incorporating Relation Paths in Neural Relation Extraction. CoRR Wenyuan Zeng, Yankai Lin, Zhiyuan Liu, Maosong Sun
2016	J	`jnl`	Joint Representation Learning of Text and Knowledge for Knowledge Graph Completion. CoRR Xu Han, Zhiyuan Liu, Maosong Sun
2016	A*	`conf`	Knowledge Representation Learning with Entities, Attributes and Relations. IJCAI Yankai Lin, Zhiyuan Liu, Maosong Sun
2016	J	`jnl`	Knowledge Representation via Joint Learning of Sequential Text and Knowledge Graphs. CoRR Jiawei Wu, Ruobing Xie, Zhiyuan Liu, Maosong Sun
2016	A*	`conf`	Learning to Appreciate the Aesthetic Effects of Clothing. AAAI Jia Jia, Jie Huang, Guangyao Shen, Tao He, Zhiyuan Liu, Huan-Bo Luan, Chao Yan
2016	A*	`conf`	Max-Margin DeepWalk: Discriminative Learning of Network Representation. IJCAI Cunchao Tu, Weicheng Zhang, Zhiyuan Liu, Maosong Sun
2016	J	`jnl`	Neural Emoji Recommendation in Dialogue Systems. CoRR Ruobing Xie, Zhiyuan Liu, Rui Yan, Maosong Sun
2016	J	`jnl`	Neural Headline Generation with Minimum Risk Training. CoRR Ayana, Shiqi Shen, Zhiyuan Liu, Maosong Sun
2016	—	`conf`	Neural Relation Extraction with Selective Attention over Instances. ACL (1) Yankai Lin, Shiqi Shen, Zhiyuan Liu, Huanbo Luan, Maosong Sun
2016	A*	`conf`	Neural Sentiment Classification with User and Product Attention. EMNLP Huimin Chen, Maosong Sun, Cunchao Tu, Yankai Lin, Zhiyuan Liu
2016	—	`conf`	Relation Classification via Multi-Level Attention CNNs. ACL (1) Linlin Wang, Zhu Cao, Gerard de Melo, Zhiyuan Liu
2016	A*	`conf`	Representation Learning of Knowledge Graphs with Entity Descriptions. AAAI Ruobing Xie, Zhiyuan Liu, Jia Jia, Huanbo Luan, Maosong Sun
2016	A*	`conf`	Representation Learning of Knowledge Graphs with Hierarchical Types. IJCAI Ruobing Xie, Zhiyuan Liu, Maosong Sun
2016	J	`jnl`	Topic Sensitive Neural Headline Generation. CoRR Lei Xu, Ziyun Wang, Ayana, Zhiyuan Liu, Maosong Sun
2015	J	`jnl`	A C-LSTM Neural Network for Text Classification. CoRR Chunting Zhou, Chonglin Sun, Zhiyuan Liu, Francis C. M. Lau
2015	J	`jnl`	Category Enhanced Word Embedding. CoRR Chunting Zhou, Chonglin Sun, Zhiyuan Liu, Francis C. M. Lau
2015	—	`ed.`	Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data - 14th China National Conference, CCL 2015 and Third International Symposium, NLP-NABD 2015, Guangzhou, China, November 13-14, 2015, Proceedings CCL Maosong Sun, Zhiyuan Liu, Min Zhang, Yang Liu
2015	J	`jnl`	Comprehend DeepWalk as Matrix Factorization. CoRR Cheng Yang, Zhiyuan Liu
2015	J	`jnl`	Estimating translation probabilities for social tag suggestion. Expert Syst. Appl. Xinxiong Chen, Zhiyuan Liu, Maosong Sun
2015	A*	`conf`	Joint Learning of Character and Word Embeddings. IJCAI Xinxiong Chen, Lei Xu, Zhiyuan Liu, Maosong Sun, Huan-Bo Luan
2015	—	`conf`	Learning Cross-lingual Word Embeddings via Matrix Co-factorization. ACL (2) Tianze Shi, Zhiyuan Liu, Yang Liu, Maosong Sun
2015	A*	`conf`	Learning Entity and Relation Embeddings for Knowledge Graph Completion. AAAI Yankai Lin, Zhiyuan Liu, Maosong Sun, Yang Liu, Xuan Zhu
2015	A*	`conf`	Modeling Relation Paths for Representation Learning of Knowledge Bases. EMNLP Yankai Lin, Zhiyuan Liu, Huan-Bo Luan, Maosong Sun, Siwei Rao, Song Liu
2015	J	`jnl`	Modeling Relation Paths for Representation Learning of Knowledge Bases. CoRR Yankai Lin, Zhiyuan Liu, Maosong Sun
2015	A*	`conf`	Network Representation Learning with Rich Text Information. IJCAI Cheng Yang, Zhiyuan Liu, Deli Zhao, Maosong Sun, Edward Y. Chang
2015	A*	`conf`	Online Learning of Interpretable Word Embeddings. EMNLP Hongyin Luo, Zhiyuan Liu, Huan-Bo Luan, Maosong Sun
2015	—	`conf`	PRISM: Profession Identification in Social Media with Personal Information and Community Structure. SMP Cunchao Tu, Zhiyuan Liu, Maosong Sun
2015	A*	`conf`	Phrase Type Sensitive Tensor Indexing Model for Semantic Composition. AAAI Yu Zhao, Zhiyuan Liu, Maosong Sun
2015	A*	`conf`	Representation Learning for Measuring Entity Relatedness with Rich Information. IJCAI Yu Zhao, Zhiyuan Liu, Maosong Sun
2015	J	`jnl`	Tag Correspondence Model for User Tag Suggestion. J. Comput. Sci. Technol. Cun-Chao Tu, Zhiyuan Liu, Maosong Sun
2015	A*	`conf`	Topical Word Embeddings. AAAI Yang Liu, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun
2014	A*	`conf`	A Unified Model for Word Sense Representation and Disambiguation. EMNLP Xinxiong Chen, Zhiyuan Liu, Maosong Sun
2014	Misc	`conf`	Discriminating gender on Chinese microblog: A study of online behaviour, writing style and preferred vocabulary. ICNC Li Li, Maosong Sun, Zhiyuan Liu
2014	—	`conf`	Distant Supervision for Relation Extraction with Matrix Completion. ACL (1) Miao Fan, Deli Zhao, Qiang Zhou, Zhiyuan Liu, Thomas Fang Zheng, Edward Y. Chang
2014	J	`jnl`	Errata: Distant Supervision for Relation Extraction with Matrix Completion. CoRR Miao Fan, Deli Zhao, Qiang Zhou, Zhiyuan Liu, Thomas Fang Zheng, Edward Y. Chang
2014	B	`conf`	ImgWordle: image and text visualization for events in microblogging services. AVI Chong Kuang, Jiayu Tang, Zhiyuan Liu, Maosong Sun
2014	—	`conf`	Inferring Correspondences from Multiple Sources for Microblog User Tags. SMP Cunchao Tu, Zhiyuan Liu, Maosong Sun
2014	J	`jnl`	Linking GloVe with word2vec. CoRR Tianze Shi, Zhiyuan Liu
2014	—	`conf`	Quantifying Chinese Happiness via Large-Scale Microblogging Data. IEEE WISA Chong Kuang, Zhiyuan Liu, Maosong Sun, Feng Yu, Pengfei Ma
2013	B	`conf`	Creating reflections in public emotion visualization: prototype exploration on traffic theme. Creativity & Cognition Jiayu Wu, Zhiyong Fu, Zhiyuan Liu, Xu Lin, Jiayu Tang, Jiajia Pan, Chen Zhao
2013	—	`conf`	Measuring and Visualizing Interest Similarity between Microblog Users. WAIM Jiayu Tang, Zhiyuan Liu, Maosong Sun
2013	—	`conf`	THUNLP at TAC KBP 2013 in Entity Linking. TAC Yan Wang, Yankai Lin, Zhiyuan Liu, Maosong Sun
2012	—	`conf`	City Flow: Prototype Exploration for Visualizing Urban Traffic Conversations. SocialCom/PASSAT Jiayu Wu, Zhiyong Fu, Zhiyuan Liu, Jiajia Pan, Huiling Long, Xu Lin, Haoqing He, Xinxiong Chen, Jiayu Tang
2012	—	`conf`	Expert Finding for Microblog Misinformation Identification. COLING (Posters) Chen Liang, Zhiyuan Liu, Maosong Sun
2012	J	`jnl`	Mining the interests of Chinese microbloggers via keyword extraction. Frontiers Comput. Sci. China Zhiyuan Liu, Xinxiong Chen, Maosong Sun
2012	—	`conf`	Random Walks on Context-Aware Relation Graphs for Ranking Social Tags. COLING (Posters) Han Li, Zhiyuan Liu, Maosong Sun
2012	—	`conf`	Tag Dispatch Model with Social Network Regularization for Microblog User Tag Suggestion. COLING (Posters) Zhiyuan Liu, Cunchao Tu, Maosong Sun
2012	B	`conf`	Topical Word Trigger Model for Keyphrase Extraction. COLING Zhiyuan Liu, Chen Liang, Maosong Sun
2011	A*	`conf`	A Simple Word Trigger Method for Social Tag Suggestion. EMNLP Zhiyuan Liu, Xinxiong Chen, Maosong Sun
2011	B	`conf`	Automatic Keyphrase Extraction by Bridging Vocabulary Gap. CoNLL Zhiyuan Liu, Xinxiong Chen, Yabin Zheng, Maosong Sun
2011	Misc	`conf`	Extracting Chinese abbreviation-definition pairs from anchor texts. ICMLC Lixing Xie, Yabin Zheng, Zhiyuan Liu, Maosong Sun, Can-Hui Wang
2011	J	`jnl`	PLDA+: Parallel latent dirichlet allocation with data placement and pipeline processing. ACM Trans. Intell. Syst. Technol. Zhiyuan Liu, Yuzhou Zhang, Edward Y. Chang, Maosong Sun
2011	—	`conf`	THUNLP at TAC KBP 2011 in Entity Linking. TAC Yu Zhao, Weipeng He, Zhiyuan Liu, Maosong Sun
2011	J	`jnl`	User Behaviors in Related Word Retrieval and New Word Detection: A Collaborative Perspective. ACM Trans. Asian Lang. Inf. Process. Zhiyuan Liu, Yabin Zheng, Lixing Xie, Maosong Sun, Liyun Ru, Yang Zhang
2011	—	`conf`	Why Press Backspace? Understanding User Input Behaviors in Chinese Pinyin Input Method. ACL (2) Yabin Zheng, Lixing Xie, Zhiyuan Liu, Maosong Sun, Yang Zhang, Liyun Ru
2010	A*	`conf`	Automatic Keyphrase Extraction via Topic Decomposition. EMNLP Zhiyuan Liu, Wenyi Huang, Yabin Zheng, Maosong Sun
2010	—	`conf`	Domain-Specific Term Rankings Using Topic Models. AIRS Zhiyuan Liu, Maosong Sun
2010	B	`conf`	Explore the Structure of Social Tags by Subsumption Relations. COLING Xiance Si, Zhiyuan Liu, Maosong Sun
2010	—	`conf`	FolkDiffusion: A Graph-Based Tag Suggestion Method for Folksonomies. AIRS Zhiyuan Liu, Chuan Shi, Maosong Sun
2010	—	`conf`	Growing Related Words from Seed via User Behaviors: A Re-Ranking Based Approach. ACL (Student Research Workshop) Yabin Zheng, Zhiyuan Liu, Lixing Xie
2010	J	`jnl`	Modeling Social Annotations via Latent Reason Identification. IEEE Intell. Syst. Xiance Si, Zhiyuan Liu, Maosong Sun
2009	A*	`conf`	Clustering to Find Exemplar Terms for Keyphrase Extraction. EMNLP Zhiyuan Liu, Peng Li, Yabin Zheng, Maosong Sun
2009	—	`conf`	Content-based and Graph-based Tag Suggestion. DC@PKDD/ECML Xiance Si, Zhiyuan Liu, Peng Li, Qixia Jiang, Maosong Sun
2009	—	`conf`	Efficient Text Classification Using Term Projection. AIRS Yabin Zheng, Zhiyuan Liu, Shaohua Teng, Maosong Sun
2009	A*	`conf`	Incorporating User Behaviors in New Word Detection. IJCAI Yabin Zheng, Zhiyuan Liu, Maosong Sun, Liyun Ru, Yang Zhang
2009	B	`conf`	Quantifying Asymmetric Semantic Relations from Query Logs by Resource Allocation. PAKDD Zhiyuan Liu, Yabin Zheng, Maosong Sun
2008	A*	`conf`	Asymmetrical query recommendation method based on bipartite network resource allocation. WWW Zhiyuan Liu, Maosong Sun
2008	—	`conf`	Text Classification Based on Transfer Learning and Self-Training. ICNC (3) Yabin Zheng, Shaohua Teng, Zhiyuan Liu, Maosong Sun