Maosong Sun

879 papers A* 136A 7B 26C 11Misc 6Journal 456Unranked 220
YearRankTypeTitle / 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
CPMobius: Iterative Coach-Player Reasoning for Data-Free Reinforcement Learning.
CoRR
Ran Li, Zeyuan Liu, Yinghao Chen, Bingxiang He, Jiarui Yuan, Zixuan Fu, Weize Chen, Jinyi Hu, 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 J jnl
Exploring Perceptual Limitations of Multimodal LLMs on Small Visual Objects.
Trans. Mach. Learn. Res.
Jiarui Zhang, Jinyi Hu, Mahyar Khayatkhoei, Filip Ilievski, Maosong Sun
2026 J jnl
FactNet: A Billion-Scale Knowledge Graph for Multilingual Factual Grounding.
CoRR
Yingli Shen, Wen Lai, Jie Zhou, Xueren Zhang, Yudong Wang, Kangyang Luo, Shuo Wang, Ge Gao, Alexander Fraser, Maosong Sun
2026 J jnl
Graph-Anchored Knowledge Indexing for Retrieval-Augmented Generation.
CoRR
Zhenghao Liu, Mingyan Wu, Xinze Li, Yukun Yan, Shuo Wang, Cheng Yang, Minghe Yu, Zheni Zeng, Maosong Sun
2026 A* conf
IROTE: Human-like Traits Elicitation of Large Language Model via In-Context Self-Reflective Optimization.
AAAI
Yuzhuo Bai, Shitong Duan, Muhua Huang, Jing Yao, Zhenghao Liu, Peng Zhang, Tun Lu, Xiaoyuan Yi, Maosong Sun, Xing Xie
2026 J jnl
Imagination Helps Visual Reasoning, But Not Yet in Latent Space.
CoRR
You Li, Chi Chen, Yanghao Li, Fanhu Zeng, Kaiyu Huang, Jinan Xu, Maosong Sun
2026 J jnl
InFi-Check: Interpretable and Fine-Grained Fact-Checking of LLMs.
CoRR
Yuzhuo Bai, Shuzheng Si, Kangyang Luo, Qingyi Wang, Wenhao Li, Gang Chen, Fanchao Qi, Maosong Sun
2026 J jnl
Know More, Know Clearer: A Meta-Cognitive Framework for Knowledge Augmentation in Large Language Models.
CoRR
Hao Chen, Ye He, Yuchun Fan, Yukun Yan, Zhenghao Liu, Qingfu Zhu, Maosong Sun, Wanxiang Che
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 A* conf
LLaVA-UHD v2: Exploiting Hierarchical Vision Granularity in MLLMs via Inverse Semantic Pyramid.
AAAI
Yipeng Zhang, Yifan Liu, Zonghao Guo, Yidan Zhang, Xuesong Yang, Xiaoying Zhang, Chi Chen, Jun Song, Yuan Yao, Tat-Seng Chua, Maosong Sun
2026 J jnl
Long-Chain Reasoning Distillation via Adaptive Prefix Alignment.
CoRR
Zhenghao Liu, Zhuoyang Wu, Xinze Li, Yukun Yan, Shuo Wang, Zulong Chen, Yu Gu, Ge Yu, Maosong Sun
2026 J jnl
MERLIN: Building Low-SNR Robust Multimodal LLMs for Electromagnetic Signals.
CoRR
Junyu Shen, Zhendong She, Chenghanyu Zhang, Yuchuang Sun, Luqing Luo, Dingwei Tan, Zonghao Guo, Bo Guo, Zehua Han, Wupeng Xie, Yaxin Mu, Peng Zhang, Peipei Li, Fengxiang Wang, Yangang Sun, Maosong Sun
2026 J jnl
MetaMem: Evolving Meta-Memory for Knowledge Utilization through Self-Reflective Symbolic Optimization.
CoRR
Haidong Xin, Xinze Li, Zhenghao Liu, Yukun Yan, Shuo Wang, Cheng Yang, Yu Gu, Ge Yu, Maosong Sun
2026 J jnl
Revealing the Attention Floating Mechanism in Masked Diffusion Models.
CoRR
Xin Dai, Pengcheng Huang, Zhenghao Liu, Shuo Wang, Yukun Yan, Chaojun Xiao, Yu Gu, Ge Yu, Maosong Sun
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
Structured Knowledge Representation through Contextual Pages for Retrieval-Augmented Generation.
CoRR
Xinze Li, Zhenghao Liu, Haidong Xin, Yukun Yan, Shuo Wang, Zheni Zeng, Sen Mei, Ge Yu, Maosong Sun
2026 A* conf
Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning.
AAAI
Shuzheng Si, Haozhe Zhao, Cheng Gao, Yuzhuo Bai, Zhitong Wang, Bofei Gao, Kangyang Luo, Wenhao Li, Yufei Huang, Gang Chen, Fanchao Qi, Minjia Zhang, Baobao Chang, Maosong Sun
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
UNIKIE-BENCH: Benchmarking Large Multimodal Models for Key Information Extraction in Visual Documents.
CoRR
Yifan Ji, Zhipeng Xu, Zhenghao Liu, Zulong Chen, Qian Zhang, Zhibo Yang, Junyang Lin, Yu Gu, Ge Yu, Maosong Sun
2026 J jnl
VeriAgent: A Tool-Integrated Multi-Agent System with Evolving Memory for PPA-Aware RTL Code Generation.
CoRR
Yaoxiang Wang, Qi Shi, Shangzhan Li, Qingguo Hu, Xinyu Yin, Bo Guo, Xu Han, Maosong Sun, Jinsong Su
2025 J jnl
A Goal Without a Plan Is Just a Wish: Efficient and Effective Global Planner Training for Long-Horizon Agent Tasks.
CoRR
Shuzheng Si, Haozhe Zhao, Kangyang Luo, Gang Chen, Fanchao Qi, Minjia Zhang, Baobao Chang, Maosong Sun
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 — conf
A Top-down Graph-based Tool for Modeling Classical Semantic Maps: A Case Study of Supplementary Adverbs.
NAACL (Long Papers)
Zhu Liu, Cunliang Kong, Ying Liu, Maosong Sun
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
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
AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization.
CVPR
Yiyang Du, Xiaochen Wang, Chi Chen, Jiabo Ye, Yiru Wang, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Zhifang Sui, Maosong Sun, Yang Liu
2025 J jnl
AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization.
CoRR
Yiyang Du, Xiaochen Wang, Chi Chen, Jiabo Ye, Yiru Wang, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Zhifang Sui, Maosong Sun, Yang Liu
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 — conf
Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering.
ACL (1)
Shuzheng Si, Haozhe Zhao, Gang Chen, Cheng Gao, Yuzhuo Bai, Zhitong Wang, Kaikai An, Kangyang Luo, Chen Qian, Fanchao Qi, Baobao Chang, Maosong Sun
2025 J jnl
Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering.
CoRR
Shuzheng Si, Haozhe Zhao, Gang Chen, Cheng Gao, Yuzhuo Bai, Zhitong Wang, Kaikai An, Kangyang Luo, Chen Qian, Fanchao Qi, Baobao Chang, Maosong Sun
2025 — conf
AutoClean: LLMs Can Prepare Their Training Corpus.
NAACL (System Demonstrations)
Xingyu Shen, Shengding Hu, Xinrong Zhang, Xu Han, Xiaojun Meng, Jiansheng Wei, Zhiyuan Liu, Maosong Sun
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 A* conf
Benchmarking Retrieval-Augmented Generation in Multi-Modal Contexts.
ACM Multimedia
Zhenghao Liu, Xingsheng Zhu, Tianshuo Zhou, Xinyi Zhang, Xiaoyuan Yi, Yukun Yan, Ge Yu, Maosong Sun
2025 J jnl
Benchmarking Retrieval-Augmented Generation in Multi-Modal Contexts.
CoRR
Zhenghao Liu, Xingsheng Zhu, Tianshuo Zhou, Xinyi Zhang, Xiaoyuan Yi, Yukun Yan, Yu Gu, Ge Yu, Maosong Sun
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
CLaMP 2: Multimodal Music Information Retrieval Across 101 Languages Using Large Language Models.
NAACL (Findings)
Shangda Wu, Yashan Wang, Ruibin Yuan, Zhancheng Guo, Xu Tan, Ge Zhang, Monan Zhou, Jing Chen, Xuefeng Mu, Yuejie Gao, Yuanliang Dong, Jiafeng Liu, Xiaobing Li, Feng Yu, Maosong Sun
2025 — conf
CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages.
ACL (Findings)
Shangda Wu, Zhancheng Guo, Ruibin Yuan, Junyan Jiang, Seungheon Doh, Gus Xia, Juhan Nam, Xiaobing Li, Feng Yu, Maosong Sun
2025 J jnl
CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages.
CoRR
Shangda Wu, Zhancheng Guo, Ruibin Yuan, Junyan Jiang, Seungheon Doh, Gus Xia, Juhan Nam, Xiaobing Li, Feng Yu, Maosong Sun
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 J jnl
Chunks as Arms: Multi-Armed Bandit-Guided Sampling for Long-Context LLM Preference Optimization.
CoRR
Shaohua Duan, Xinze Li, Zhenghao Liu, Xiaoyuan Yi, Yukun Yan, Shuo Wang, Yu Gu, Ge Yu, Maosong Sun
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 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 J jnl
DCAD-2000: A Multilingual Dataset across 2000+ Languages with Data Cleaning as Anomaly Detection.
CoRR
Yingli Shen, Wen Lai, Shuo Wang, Xueren Zhang, Kangyang Luo, Alexander Fraser, 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
DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding.
CoRR
Xinyu Ma, Ziyang Ding, Zhicong Luo, Chi Chen, Zonghao Guo, Derek F. Wong, Xiaoyi Feng, Maosong Sun
2025 — conf
Document Segmentation Matters for Retrieval-Augmented Generation.
ACL (Findings)
Zhitong Wang, Cheng Gao, Chaojun Xiao, Yufei Huang, Shuzheng Si, Kangyang Luo, Yuzhuo Bai, Wenhao Li, Tangjian Duan, Chuancheng Lv, Guoshan Lu, Gang Chen, Fanchao Qi, 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 J jnl
EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents.
CoRR
Zhili Cheng, Yuge Tu, Ran Li, Shiqi Dai, Jinyi Hu, Shengding Hu, Jiahao Li, Yang Shi, Tianyu Yu, Weize Chen, Lei Shi, Maosong Sun
2025 J jnl
Empirical Analysis of Decoding Biases in Masked Diffusion Models.
CoRR
Pengcheng Huang, Tianming Liu, Zhenghao Liu, Yukun Yan, Shuo Wang, Tong Xiao, Zulong Chen, Maosong Sun
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 the Small World of Word Embeddings: A Comparative Study on Conceptual Spaces from LLMs of Different Scales.
CoRR
Zhu Liu, Ying Liu, Kangyang Luo, Cunliang Kong, Maosong Sun
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 J jnl
FaithLens: Detecting and Explaining Faithfulness Hallucination.
CoRR
Shuzheng Si, Qingyi Wang, Haozhe Zhao, Yuzhuo Bai, Guanqiao Chen, Kangyang Luo, Gang Chen, Fanchao Qi, Minjia Zhang, Baobao Chang, Maosong Sun
2025 J jnl
From Context to EDUs: Faithful and Structured Context Compression via Elementary Discourse Unit Decomposition.
CoRR
Yiqing Zhou, Yu Lei, Shuzheng Si, Qingyan Sun, Wei Wang, Yifei Wu, Hao Wen, Gang Chen, Fanchao Qi, Maosong Sun
2025 A* conf
From Unaligned to Aligned: Scaling Multilingual LLMs with Multi-Way Parallel Corpora.
EMNLP
Yingli Shen, Wen Lai, Shuo Wang, Ge Gao, Kangyang Luo, Alexander Fraser, Maosong Sun
2025 J jnl
From Unaligned to Aligned: Scaling Multilingual LLMs with Multi-Way Parallel Corpora.
CoRR
Yingli Shen, Wen Lai, Shuo Wang, Kangyang Luo, Alexander Fraser, Maosong Sun
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 A* conf
GATEAU: Selecting Influential Samples for Long Context Alignment.
EMNLP
Shuzheng Si, Haozhe Zhao, Gang Chen, Yunshui Li, Kangyang Luo, Chuancheng Lv, Kaikai An, Fanchao Qi, Baobao Chang, Maosong Sun
2025 — conf
GLTW: Joint Improved Graph Transformer and LLM via Three-Word Language for Knowledge Graph Completion.
ACL (Findings)
Kangyang Luo, Yuzhuo Bai, Cheng Gao, Shuzheng Si, Zhu Liu, Yingli Shen, Zhitong Wang, Cunliang Kong, Wenhao Li, Yufei Huang, Ye Tian, Xuantang Xiong, Lei Han, Maosong Sun
2025 J jnl
GLTW: Joint Improved Graph Transformer and LLM via Three-Word Language for Knowledge Graph Completion.
CoRR
Kangyang Luo, Yuzhuo Bai, Cheng Gao, Shuzheng Si, Yingli Shen, Zhu Liu, Zhitong Wang, Cunliang Kong, Wenhao Li, Yufei Huang, Ye Tian, Xuantang Xiong, Lei Han, 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
HIPPO: Enhancing the Table Understanding Capability of Large Language Models through Hybrid-Modal Preference Optimization.
CoRR
Zhenghao Liu, Haolan Wang, Xinze Li, Qiushi Xiong, Xiaocui Yang, Yu Gu, Yukun Yan, Qi Shi, Fangfang Li, Ge Yu, Maosong Sun
2025 J jnl
IROTE: Human-like Traits Elicitation of Large Language Model via In-Context Self-Reflective Optimization.
CoRR
Yuzhuo Bai, Shitong Duan, Muhua Huang, Jing Yao, Zhenghao Liu, Peng Zhang, Tun Lu, Xiaoyuan Yi, Maosong Sun, Xing Xie
2025 J jnl
ImCoref-CeS: An Improved Lightweight Pipeline for Coreference Resolution with LLM-based Checker-Splitter Refinement.
CoRR
Kangyang Luo, Yuzhuo Bai, Shuzheng Si, Cheng Gao, Zhitong Wang, Yingli Shen, Wenhao Li, Zhu Liu, Yufeng Han, Jiayi Wu, Cunliang Kong, Maosong Sun
2025 Misc conf
Improving Generated and Retrieved Knowledge Combination Through Zero-shot Generation.
ICASSP
Xinkai Du, Quanjie Han, Chao Lv, Yan Liu, Yalin Sun, Hao Shu, Hongbo Shan, Maosong Sun
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
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 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 — 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 A* conf
Looking Beyond Text: Reducing Language Bias in Large Vision-Language Models via Multimodal Dual-Attention and Soft-Image Guidance.
EMNLP
Haozhe Zhao, Shuzheng Si, Liang Chen, Yichi Zhang, Maosong Sun, Baobao Chang, Minjia Zhang
2025 J jnl
MEIC-DT: Memory-Efficient Incremental Clustering for Long-Text Coreference Resolution with Dual-Threshold Constraints.
CoRR
Kangyang Luo, Shuzheng Si, Yuzhuo Bai, Cheng Gao, Zhitong Wang, Cheng Huang, Yingli Shen, Yufeng Han, Wenhao Li, Cunliang Kong, Maosong Sun
2025 J jnl
MM-UAVBench: How Well Do Multimodal Large Language Models See, Think, and Plan in Low-Altitude UAV Scenarios?
CoRR
Shiqi Dai, Zizhi Ma, Zhicong Luo, Xuesong Yang, Yibin Huang, Wanyue Zhang, Chi Chen, Zonghao Guo, Wang Xu, Yufei Sun, Maosong Sun
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
Musical Score Understanding Benchmark: Evaluating Large Language Models' Comprehension of Complete Musical Scores.
CoRR
Congren Dai, Yue Yang, Krinos Li, Huichi Zhou, Shijie Liang, Zhang Bo, Enyang Liu, Ge Jin, Hongran An, Haosen Zhang, Peiyuan Jing, Kinhei Lee, Zhenxuan Zhang, Xiaobing Li, Maosong Sun
2025 A* conf
NotaGen: Advancing Musicality in Symbolic Music Generation with Large Language Model Training Paradigms.
IJCAI
Yashan Wang, Shangda Wu, Jianhuai Hu, Xingjian Du, Yueqi Peng, Yongxin Huang, Shuai Fan, Xiaobing Li, Feng Yu, Maosong Sun
2025 J jnl
NotaGen: Advancing Musicality in Symbolic Music Generation with Large Language Model Training Paradigms.
CoRR
Yashan Wang, Shangda Wu, Jianhuai Hu, Xingjian Du, Yueqi Peng, Yongxin Huang, Shuai Fan, Xiaobing Li, Feng Yu, Maosong Sun
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
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 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
RhinoInsight: Improving Deep Research through Control Mechanisms for Model Behavior and Context.
CoRR
Yu Lei, Shuzheng Si, Wei Wang, Yifei Wu, Gang Chen, Fanchao Qi, Maosong Sun
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 — 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 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
Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning.
CoRR
Shuzheng Si, Haozhe Zhao, Cheng Gao, Yuzhuo Bai, Zhitong Wang, Bofei Gao, Kangyang Luo, Wenhao Li, Yufei Huang, Gang Chen, Fanchao Qi, Minjia Zhang, Baobao Chang, Maosong Sun
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
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 — 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
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 — conf
Value Compass Benchmarks: A Comprehensive, Generative and Self-Evolving Platform for LLMs' Value Evaluation.
ACL (3)
Jing Yao, Xiaoyuan Yi, Shitong Duan, Jindong Wang, Yuzhuo Bai, Muhua Huang, Yang Ou, Scarlett Li, Peng Zhang, Tun Lu, Zhicheng Dou, Maosong Sun, James Evans, Xing Xie
2025 J jnl
Value Compass Leaderboard: A Platform for Fundamental and Validated Evaluation of LLMs Values.
CoRR
Jing Yao, Xiaoyuan Yi, Shitong Duan, Jindong Wang, Yuzhuo Bai, Muhua Huang, Peng Zhang, Tun Lu, Zhicheng Dou, Maosong Sun, Xing Xie
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 J jnl
WGRAMMAR: Leverage Prior Knowledge to Accelerate Structured Decoding.
CoRR
Ran Wang, Xiaoxuan Liu, Hao Ren, Gang Chen, Fanchao Qi, Maosong Sun
2025 J jnl
Will Pre-Training Ever End? A First Step Toward Next-Generation Foundation MLLMs via Self-Improving Systematic Cognition.
CoRR
Xiaoying Zhang, Da Peng, Yipeng Zhang, Zonghao Guo, Chengyue Wu, Chi Chen, Wei Ke, Helen Meng, 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
2024 J jnl
A Top-down Graph-based Tool for Modeling Classical Semantic Maps: A Crosslinguistic Case Study of Supplementary Adverbs.
CoRR
Zhu Liu, Cunliang Kong, Ying Liu, Maosong Sun
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
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 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
Beyond Human Norms: Unveiling Unique Values of Large Language Models through Interdisciplinary Approaches.
CoRR
Pablo Biedma, Xiaoyuan Yi, Linus Huang, Maosong Sun, Xing Xie
2024 J jnl
Beyond Language Models: Byte Models are Digital World Simulators.
CoRR
Shangda Wu, Xu Tan, Zili Wang, Rui Wang, Xiaobing Li, Maosong Sun
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 — conf
Browse and Concentrate: Comprehending Multimodal Content via Prior-LLM Context Fusion.
ACL (1)
Ziyue Wang, Chi Chen, Yiqi Zhu, Fuwen Luo, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Maosong Sun, Yang Liu
2024 J jnl
Browse and Concentrate: Comprehending Multimodal Content via prior-LLM Context Fusion.
CoRR
Ziyue Wang, Chi Chen, Yiqi Zhu, Fuwen Luo, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Maosong Sun, Yang 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
CLaMP 2: Multimodal Music Information Retrieval Across 101 Languages Using Large Language Models.
CoRR
Shangda Wu, Yashan Wang, Ruibin Yuan, Zhancheng Guo, Xu Tan, Ge Zhang, Monan Zhou, Jing Chen, Xuefeng Mu, Yuejie Gao, Yuanliang Dong, Jiafeng Liu, Xiaobing Li, Feng Yu, Maosong Sun
2024 J jnl
CODIS: Benchmarking Context-Dependent Visual Comprehension for Multimodal Large Language Models.
CoRR
Fuwen Luo, Chi Chen, Zihao Wan, Zhaolu Kang, Qidong Yan, Yingjie Li, Xiaolong Wang, Siyu Wang, Ziyue Wang, Xiaoyue Mi, Peng Li, Ning Ma, Maosong Sun, Yang Liu
2024 — conf
CODIS: Benchmarking Context-dependent Visual Comprehension for Multimodal Large Language Models.
ACL (1)
Fuwen Luo, Chi Chen, Zihao Wan, Zhaolu Kang, Qidong Yan, Yingjie Li, Xiaolong Wang, Siyu Wang, Ziyue Wang, Xiaoyue Mi, Peng Li, Ning Ma, Maosong Sun, Yang Liu
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 — 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 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
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
Cross-domain Chinese Sentence Pattern Parsing.
CoRR
Jingsi Yu, Cunliang Kong, Liner Yang, Meishan Zhang, Lin Zhu, Yujie Wang, Haozhe Lin, Maosong Sun, Erhong Yang
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
Empowering Private Tutoring by Chaining Large Language Models.
CIKM
Yulin Chen, Ning Ding, Hai-Tao Zheng, Zhiyuan Liu, Maosong Sun, Bowen Zhou
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 — conf
Enhancing Multilingual Capabilities of Large Language Models through Self-Distillation from Resource-Rich Languages.
ACL (1)
Yuanchi Zhang, Yile Wang, Zijun Liu, Shuo Wang, Xiaolong Wang, Peng Li, Maosong Sun, Yang Liu
2024 J jnl
Enhancing Multilingual Capabilities of Large Language Models through Self-Distillation from Resource-Rich Languages.
CoRR
Yuanchi Zhang, Yile Wang, Zijun Liu, Shuo Wang, Xiaolong Wang, Peng Li, Maosong Sun, Yang Liu
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 Perceptual Limitation of Multimodal Large Language Models.
CoRR
Jiarui Zhang, Jinyi Hu, Mahyar Khayatkhoei, Filip Ilievski, Maosong Sun
2024 J jnl
Exploring Tokenization Methods for Multitrack Sheet Music Generation.
CoRR
Yashan Wang, Shangda Wu, Xingjian Du, 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
Fantastic Semantics and Where to Find Them: Investigating Which Layers of Generative LLMs Reflect Lexical Semantics.
ACL (Findings)
Zhu Liu, Cunliang Kong, Ying Liu, Maosong Sun
2024 J jnl
Fantastic Semantics and Where to Find Them: Investigating Which Layers of Generative LLMs Reflect Lexical Semantics.
CoRR
Zhu Liu, Cunliang Kong, Ying Liu, Maosong Sun
2024 — conf
FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection.
ACL (1)
Yufei Huang, Xu Han, Maosong Sun
2024 J jnl
FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection.
CoRR
Yufei Huang, Xu Han, Maosong Sun
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
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 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
Generating chord progression from melody with flexible harmonic rhythm and controllable harmonic density.
EURASIP J. Audio Speech Music. Process.
Shangda Wu, Yue Yang, Zhaowen Wang, Xiaobing Li, 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 J jnl
Improving Generated and Retrieved Knowledge Combination Through Zero-shot Generation.
CoRR
Xinkai Du, Quanjie Han, Chao Lv, Yan Liu, Yalin Sun, Hao Shu, Hongbo Shan, Maosong Sun
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
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 — 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 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 Misc conf
Label Dependencies-Aware Set Prediction Networks for Multi-Label Text Classification.
ICASSP
Xinkai Du, Quanjie Han, Yalin Sun, Chao Lv, Maosong Sun
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
Looking Beyond Text: Reducing Language bias in Large Vision-Language Models via Multimodal Dual-Attention and Soft-Image Guidance.
CoRR
Haozhe Zhao, Shuzheng Si, Liang Chen, Yichi Zhang, Maosong Sun, Mingjia Zhang, Baobao Chang
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 — conf
MelodyT5: A Unified Score-to-Score Transformer for Symbolic Music Processing.
ISMIR
Shangda Wu, Yashan Wang, Xiaobing Li, Feng Yu, Maosong Sun
2024 J jnl
MelodyT5: A Unified Score-to-Score Transformer for Symbolic Music Processing.
CoRR
Shangda Wu, Yashan Wang, Xiaobing Li, Feng Yu, 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
Model Composition for Multimodal Large Language Models.
ACL (1)
Chi Chen, Yiyang Du, Zheng Fang, Ziyue Wang, Fuwen Luo, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Maosong Sun, Yang Liu
2024 J jnl
Model Composition for Multimodal Large Language Models.
CoRR
Chi Chen, Yiyang Du, Zheng Fang, Ziyue Wang, Fuwen Luo, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Maosong Sun, Yang Liu
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 J jnl
OMGEval: An Open Multilingual Generative Evaluation Benchmark for Large Language Models.
CoRR
Yang Liu, Meng Xu, Shuo Wang, Liner Yang, Haoyu Wang, Zhenghao Liu, Cunliang Kong, Yun Chen, Yang Liu, Maosong Sun, Erhong Yang
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
On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models.
IJCAI
Xinpeng Wang, Shitong Duan, Xiaoyuan Yi, Jing Yao, Shanlin Zhou, Zhihua Wei, Peng Zhang, Dongkuan Xu, Maosong Sun, Xing Xie
2024 J jnl
On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models.
CoRR
Xinpeng Wang, Shitong Duan, Xiaoyuan Yi, Jing Yao, Shanlin Zhou, Zhihua Wei, Peng Zhang, Dongkuan Xu, Maosong Sun, Xing Xie
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 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 J jnl
Personality-affected Emotion Generation in Dialog Systems.
CoRR
Zhiyuan Wen, Jiannong Cao, Jiaxing Shen, Ruosong Yang, Shuaiqi Liu, Maosong Sun
2024 J jnl
Personality-affected Emotion Generation in Dialog Systems.
ACM Trans. Inf. Syst.
Zhiyuan Wen, Jiannong Cao, Jiaxing Shen, Ruosong Yang, Shuaiqi 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 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
Reasoning in Conversation: Solving Subjective Tasks through Dialogue Simulation for Large Language Models.
ACL (1)
Xiaolong Wang, Yile Wang, Yuanchi Zhang, Fuwen Luo, Peng Li, Maosong Sun, Yang Liu
2024 J jnl
Reasoning in Conversation: Solving Subjective Tasks through Dialogue Simulation for Large Language Models.
CoRR
Xiaolong Wang, Yile Wang, Yuanchi Zhang, Fuwen Luo, Peng Li, Maosong Sun, Yang Liu
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 — 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
Selecting Influential Samples for Long Context Alignment via Homologous Models' Guidance and Contextual Awareness Measurement.
CoRR
Shuzheng Si, Haozhe Zhao, Gang Chen, Yunshui Li, Kangyang Luo, Chuancheng Lv, Kaikai An, Fanchao Qi, Baobao Chang, 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
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
StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding.
CoRR
Junming Lin, Zheng Fang, Chi Chen, Zihao Wan, Fuwen Luo, Peng Li, Yang 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 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 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 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 B conf
scMulan: A Multitask Generative Pre-Trained Language Model for Single-Cell Analysis.
RECOMB
Haiyang Bian, Yixin Chen, Xiaomin Dong, Chen Li, Minsheng Hao, Sijie Chen, Jinyi Hu, Maosong Sun, Lei Wei, Xuegong Zhang
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 J jnl
AdaDS: Adaptive data selection for accelerating pre-trained language model knowledge distillation.
AI Open
Qinhong Zhou, Peng Li, Yang Liu, Yuyang Guan, Qizhou Xing, Ming Chen, Maosong Sun
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 — conf
An Extensible Plug-and-Play Method for Multi-Aspect Controllable Text Generation.
ACL (1)
Xuancheng Huang, Zijun Liu, Peng Li, Tao Li, Maosong Sun, Yang Liu
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 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 A* conf
C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models.
NeurIPS
Yuzhen Huang, Yuzhuo Bai, Zhihao Zhu, Junlei Zhang, Jinghan Zhang, Tangjun Su, Junteng Liu, Chuancheng Lv, Yikai Zhang, Jiayi Lei, Yao Fu, Maosong Sun, Junxian He
2023 J jnl
C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models.
CoRR
Yuzhen Huang, Yuzhuo Bai, Zhihao Zhu, Junlei Zhang, Jinghan Zhang, Tangjun Su, Junteng Liu, Chuancheng Lv, Yikai Zhang, Jiayi Lei, Yao Fu, Maosong Sun, Junxian He
2023 J jnl
CCOM-HuQin: An Annotated Multimodal Chinese Fiddle Performance Dataset.
Trans. Int. Soc. Music. Inf. Retr.
Yu Zhang, Ziya Zhou, Xiaobing Li, Feng Yu, Maosong Sun
2023 — conf
CLaMP: Contrastive Language-Music Pre-Training for Cross-Modal Symbolic Music Information Retrieval.
ISMIR
Shangda Wu, Dingyao Yu, Xu Tan, Maosong Sun
2023 J jnl
CLaMP: Contrastive Language-Music Pre-training for Cross-Modal Symbolic Music Information Retrieval.
CoRR
Shangda Wu, Dingyao Yu, Xu Tan, Maosong Sun
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 — ed.
Chinese Computational Linguistics - 22nd China National Conference, CCL 2023, Harbin, China, August 3-5, 2023, Proceedings
CCL
Maosong Sun, Bing Qin, Xipeng Qiu, Jing Jiang, Xianpei Han, Gaoqi Rao, Yubo Chen
2023 Misc conf
Chord-Conditioned Melody Harmonization With Controllable Harmonicity.
ICASSP
Shangda Wu, Xiaobing Li, Maosong Sun
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 — conf
Continual Knowledge Distillation for Neural Machine Translation.
ACL (1)
Yuanchi Zhang, Peng Li, Maosong Sun, Yang Liu
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
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
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 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
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
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 — conf
Improve the Diversity and Novelty for Open-Ended Neural Text Generation via Inverse Probability Weighting.
NLPCC (1)
Xinran Zhang, Maosong Sun, Jiafeng Liu, Xiaobing Li
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 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 A* conf
Learn and Consolidate: Continual Adaptation for Zero-Shot and Multilingual Neural Machine Translation.
EMNLP
Kaiyu Huang, Peng Li, Junpeng Liu, Maosong Sun, Yang Liu
2023 — conf
Lingxi: A Diversity-aware Chinese Modern Poetry Generation System.
ACL (demo)
Xinran Zhang, Maosong Sun, Jiafeng Liu, Xiaobing 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 — 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 — 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
Position-Enhanced Visual Instruction Tuning for Multimodal Large Language Models.
CoRR
Chi Chen, Ruoyu Qin, Fuwen Luo, Xiaoyue Mi, Peng Li, Maosong Sun, Yang Liu
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 J jnl
QASnowball: An Iterative Bootstrapping Framework for High-Quality Question-Answering Data Generation.
CoRR
Kunlun Zhu, Shihao Liang, Xu Han, Zhi Zheng, Guoyang Zeng, 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
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
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 — conf
Self-Knowledge Guided Retrieval Augmentation for Large Language Models.
EMNLP (Findings)
Yile Wang, Peng Li, Maosong Sun, Yang Liu
2023 J jnl
Self-Knowledge Guided Retrieval Augmentation for Large Language Models.
CoRR
Yile Wang, Peng Li, Maosong Sun, Yang Liu
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 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 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 — conf
TunesFormer: Forming Irish Tunes with Control Codes by Bar Patching.
HCMIR@ISMIR
Shangda Wu, Xiaobing Li, Feng Yu, Maosong Sun
2023 J jnl
TunesFormer: Forming Tunes with Control Codes.
CoRR
Shangda Wu, Maosong Sun
2023 J jnl
UNTER: A Unified Knowledge Interface for Enhancing Pre-trained Language Models.
CoRR
Deming Ye, Yankai Lin, Zhengyan Zhang, Maosong Sun
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 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 — 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
Weakly Supervised Vision-and-Language Pre-training with Relative Representations.
ACL (1)
Chi Chen, Peng Li, Maosong Sun, Yang Liu
2023 J jnl
Weakly Supervised Vision-and-Language Pre-training with Relative Representations.
CoRR
Chi Chen, Peng Li, Maosong Sun, Yang Liu
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 — 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 Template-based Method for Constrained Neural Machine Translation.
EMNLP
Shuo Wang, Peng Li, Zhixing Tan, Zhaopeng Tu, Maosong Sun, Yang Liu
2022 J jnl
A Template-based Method for Constrained Neural Machine Translation.
CoRR
Shuo Wang, Peng Li, Zhixing Tan, Zhaopeng Tu, Maosong Sun, Yang 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 J jnl
CCOM-HuQin: an Annotated Multimodal Chinese Fiddle Performance Dataset.
CoRR
Yu Zhang, Ziya Zhou, Xiaobing Li, Feng Yu, Maosong Sun
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 — ed.
Chinese Computational Linguistics - 21st China National Conference, CCL 2022, Nanchang, China, October 14-16, 2022, Proceedings
CCL
Maosong Sun, Yang Liu, Wanxiang Che, Yang Feng, Xipeng Qiu, Gaoqi Rao, Yubo Chen
2022 J jnl
Chord-Conditioned Melody Choralization with Controllable Harmonicity and Polyphonicity.
CoRR
Shangda Wu, Xiaobing Li, Maosong Sun
2022 J jnl
Continually Learning from Existing Models: Knowledge Accumulation for Neural Machine Translation.
CoRR
Yuanchi Zhang, Peng Li, Maosong Sun, Yang Liu
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
Data augmentation for low-resource languages NMT guided by constrained sampling.
Int. J. Intell. Syst.
Mieradilijiang Maimaiti, Yang Liu, Huanbo Luan, Maosong Sun
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 J jnl
Dynamic Multi-Branch Layers for On-Device Neural Machine Translation.
IEEE ACM Trans. Audio Speech Lang. Process.
Zhixing Tan, Zeyuan Yang, Meng Zhang, Qun Liu, Maosong Sun, Yang Liu
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
End-to-End Unsupervised Vision-and-Language Pre-training with Referring Expression Matching.
EMNLP
Chi Chen, Peng Li, Maosong Sun, Yang Liu
2022 A* conf
Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention.
EMNLP
Wenhao Li, Xiaoyuan Yi, Jinyi Hu, Maosong Sun, Xing Xie
2022 J jnl
Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention.
CoRR
Wenhao Li, Xiaoyuan Yi, Jinyi Hu, Maosong Sun, Xing Xie
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 J jnl
Exploring the Efficacy of Pre-trained Checkpoints in Text-to-Music Generation Task.
CoRR
Shangda Wu, Maosong Sun
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 — 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 — conf
Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation.
NAACL-HLT
Jinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie
2022 J jnl
Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation.
CoRR
Jinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie
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
Influence of musical elements on the perception of 'Chinese style' in music.
Cogn. Comput. Syst.
Yu Zhang, Ziya Zhou, Maosong Sun
2022 — ed.
Knowledge Graph and Semantic Computing: Knowledge Graph Empowers the Digital Economy - 7th China Conference, CCKS 2022, Qinhuangdao, China, August 24-27, 2022, Revised Selected Papers
CCKS
Maosong Sun, Guilin Qi, Kang Liu, Jiadong Ren, Bin Xu, Yansong Feng, Yongbin Liu, Yubo Chen
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 — 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 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 J jnl
PTR: Prompt Tuning with Rules for Text Classification.
AI Open
Xu Han, Weilin Zhao, Ning Ding, Zhiyuan Liu, Maosong Sun
2022 — conf
Packed Levitated Marker for Entity and Relation Extraction.
ACL (1)
Deming Ye, Yankai Lin, Peng Li, 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 J jnl
Prompt Gating: A Parameter Efficient Tuning Method for Zero-Shot Multi-Source Translation.
CoRR
Xuancheng Huang, Zijun Liu, Peng Li, Maosong Sun, Yang Liu
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
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 — conf
Recurrence Boosts Diversity! Revisiting Recurrent Latent Variable in Transformer-Based Variational AutoEncoder for Diverse Text Generation.
EMNLP (Findings)
Jinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie
2022 J jnl
Recurrence Boosts Diversity! Revisiting Recurrent Latent Variable in Transformer-Based Variational AutoEncoder for Diverse Text Generation.
CoRR
Jinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie
2022 J jnl
Sampling with Attribute-Related Information for Controlling Language Models.
CoRR
Shangda Wu, Maosong Sun
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 — conf
Symphony Generation with Permutation Invariant Language Model.
ISMIR
Jiafeng Liu, Yuanliang Dong, Zehua Cheng, Xinran Zhang, Xiaobing Li, Feng Yu, Maosong Sun
2022 J jnl
Symphony Generation with Permutation Invariant Language Model.
CoRR
Jiafeng Liu, Yuanliang Dong, Zehua Cheng, Xinran Zhang, Xiaobing Li, Feng Yu, Maosong Sun
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 — conf
TopWORDS-Seg: Simultaneous Text Segmentation and Word Discovery for Open-Domain Chinese Texts via Bayesian Inference.
ACL (1)
Changzai Pan, Maosong Sun, Ke Deng
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
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
Alternated Training with Synthetic and Authentic Data for Neural Machine Translation.
ACL/IJCNLP (Findings)
Rui Jiao, Zonghan Yang, Maosong Sun, Yang Liu
2021 J jnl
Alternated Training with Synthetic and Authentic Data for Neural Machine Translation.
CoRR
Rui Jiao, Zonghan Yang, Maosong Sun, Yang Liu
2021 A* conf
Aspect-Level Sentiment-Controllable Review Generation with Mutual Learning Framework.
AAAI
Huimin Chen, Yankai Lin, Fanchao Qi, Jinyi Hu, Peng Li, Jie Zhou, 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
CCPM: A Chinese Classical Poetry Matching Dataset.
CoRR
Wenhao Li, Fanchao Qi, Maosong Sun, Xiaoyuan Yi, Jiarui Zhang
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 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 — ed.
Chinese Computational Linguistics - 20th China National Conference, CCL 2021, Hohhot, China, August 13-15, 2021, Proceedings
CCL
Sheng Li, Maosong Sun, Yang Liu, Hua Wu, Kang Liu, Wanxiang Che, Shizhu He, Gaoqi Rao
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 J jnl
Dynamic Multi-Branch Layers for On-Device Neural Machine Translation.
CoRR
Zhixing Tan, Maosong Sun, Yang Liu
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 J jnl
Embedding Calibration for Music Semantic Similarity using Auto-regressive Transformer.
CoRR
Xinran Zhang, Maosong Sun, Jiafeng Liu, Xiaobing Li
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
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
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 J jnl
Improving Data Augmentation for Low-Resource NMT Guided by POS-Tagging and Paraphrase Embedding.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Mieradilijiang Maimaiti, Yang Liu, Huanbo Luan, Zegao Pan, Maosong Sun
2021 J jnl
Improving Diversity of Neural Text Generation via Inverse Probability Weighting.
CoRR
Xinran Zhang, Maosong Sun, Jiafeng Liu, Xiaobing Li
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
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 — conf
Knowledge Representation Learning with Contrastive Completion Coding.
EMNLP (Findings)
Bo Ouyang, Wenbing Huang, Runfa Chen, Zhixing Tan, Yang Liu, Maosong Sun, Jihong Zhu
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
Language Models are Good Translators.
CoRR
Shuo Wang, Zhaopeng Tu, Zhixing Tan, Wenxuan Wang, Maosong Sun, Yang 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 J jnl
Learning to Generate Explainable Plots for Neural Story Generation.
IEEE ACM Trans. Audio Speech Lang. Process.
Gang Chen, Yang Liu, Huanbo Luan, Meng Zhang, Qun Liu, Maosong Sun
2021 J jnl
Lingxi: A Diversity-aware Chinese Modern Poetry Generation System.
CoRR
Xinran Zhang, Maosong Sun, Jiafeng Liu, Xiaobing Li
2021 A conf
MOOCCubeX: A Large Knowledge-centered Repository for Adaptive Learning in MOOCs.
CIKM
Jifan Yu, Yuquan Wang, Qingyang Zhong, Gan Luo, Yiming Mao, Kai Sun, Wenzheng Feng, Wei Xu, Shulin Cao, Kaisheng Zeng, Zijun Yao, Lei Hou, Yankai Lin, Peng Li, Jie Zhou, Bin Xu, Juanzi Li, Jie Tang, 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
Mask-Align: Self-Supervised Neural Word Alignment.
ACL/IJCNLP (1)
Chi Chen, Maosong Sun, Yang Liu
2021 J jnl
Melody Harmonization with Controllable Harmonic Rhythm.
CoRR
Shangda Wu, Yue Yang, Zhaowen Wang, Xiaobing Li, Maosong Sun
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 — 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 J jnl
Neural Machine Translation With Explicit Phrase Alignment.
IEEE ACM Trans. Audio Speech Lang. Process.
Jiacheng Zhang, Huanbo Luan, Maosong Sun, Feifei Zhai, Jingfang Xu, Yang Liu
2021 — conf
Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction.
NAACL-HLT
Zhenghao Liu, Xiaoyuan Yi, Maosong Sun, Liner Yang, Tat-Seng Chua
2021 J jnl
Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction.
CoRR
Zhenghao Liu, Xiaoyuan Yi, Maosong Sun, Liner Yang, Tat-Seng Chua
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
On the Language Coverage Bias for Neural Machine Translation.
ACL/IJCNLP (Findings)
Shuo Wang, Zhaopeng Tu, Zhixing Tan, Shuming Shi, Maosong Sun, Yang Liu
2021 J jnl
On the Language Coverage Bias for Neural Machine Translation.
CoRR
Shuo Wang, Zhaopeng Tu, Zhixing Tan, Shuming Shi, Maosong Sun, Yang Liu
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
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
PTR: Prompt Tuning with Rules for Text Classification.
CoRR
Xu Han, Weilin Zhao, Ning Ding, Zhiyuan Liu, Maosong Sun
2021 J jnl
Pack Together: Entity and Relation Extraction with Levitated Marker.
CoRR
Deming Ye, Yankai Lin, Maosong Sun
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 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 — conf
Segment, Mask, and Predict: Augmenting Chinese Word Segmentation with Self-Supervision.
EMNLP (1)
Mieradilijiang Maimaiti, Yang Liu, Yuanhang Zheng, Gang Chen, Kaiyu Huang, Ji Zhang, Huanbo Luan, Maosong Sun
2021 — conf
Self-Supervised Quality Estimation for Machine Translation.
EMNLP (1)
Yuanhang Zheng, Zhixing Tan, Meng Zhang, Mieradilijiang Maimaiti, Huanbo Luan, Maosong Sun, Qun Liu, Yang Liu
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
TR-BERT: Dynamic Token Reduction for Accelerating BERT Inference.
NAACL-HLT
Deming Ye, Yankai Lin, Yufei Huang, Maosong Sun
2021 J jnl
TR-BERT: Dynamic Token Reduction for Accelerating BERT Inference.
CoRR
Deming Ye, Yankai Lin, Yufei Huang, Maosong Sun
2021 J jnl
Textual Backdoor Attacks Can Be More Harmful via Two Simple Tricks.
CoRR
Yangyi Chen, Fanchao Qi, Zhiyuan Liu, Maosong Sun
2021 J jnl
Towards a universal continuous knowledge base.
AI Open
Gang Chen, Maosong Sun, Yang Liu
2021 — conf
Transfer Learning for Sequence Generation: from Single-source to Multi-source.
ACL/IJCNLP (1)
Xuancheng Huang, Jingfang Xu, Maosong Sun, Yang Liu
2021 J jnl
Transfer Learning for Sequence Generation: from Single-source to Multi-source.
CoRR
Xuancheng Huang, Jingfang Xu, Maosong Sun, Yang Liu
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 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
YACLC: A Chinese Learner Corpus with Multidimensional Annotation.
CoRR
Yingying Wang, Cunliang Kong, Liner Yang, Yijun Wang, Xiaorong Lu, Renfen Hu, Shan He, Zhenghao Liu, Yun Chen, Erhong Yang, Maosong Sun
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
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 — ed.
Chinese Computational Linguistics - 19th China National Conference, CCL 2020, Hainan, China, October 30 - November 1, 2020, Proceedings
CNCL
Maosong Sun, Sujian Li, Yue Zhang, Yang Liu, Shizhu He, Gaoqi Rao
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 — 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 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 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 B conf
Generating Major Types of Chinese Classical Poetry in a Uniformed Framework.
LREC
Jinyi Hu, Maosong Sun
2020 J jnl
Generating Major Types of Chinese Classical Poetry in a Uniformed Framework.
CoRR
Jinyi Hu, Maosong Sun
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
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 — 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
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 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 J jnl
Mask-Align: Self-Supervised Neural Word Alignment.
CoRR
Chi Chen, Maosong Sun, Yang Liu
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 A* conf
MixPoet: Diverse Poetry Generation via Learning Controllable Mixed Latent Space.
AAAI
Xiaoyuan Yi, Ruoyu Li, Cheng Yang, Wenhao Li, Maosong Sun
2020 J jnl
MixPoet: Diverse Poetry Generation via Learning Controllable Mixed Latent Space.
CoRR
Xiaoyuan Yi, Ruoyu Li, Cheng Yang, Wenhao Li, Maosong Sun
2020 A* conf
Modeling Voting for System Combination in Machine Translation.
IJCAI
Xuancheng Huang, Jiacheng Zhang, Zhixing Tan, Derek F. Wong, Huanbo Luan, Jingfang Xu, Maosong Sun, Yang Liu
2020 J jnl
Modeling Voting for System Combination in Machine Translation.
CoRR
Xuancheng Huang, Jiacheng Zhang, Zhixing Tan, Derek F. Wong, Huanbo Luan, Jingfang Xu, Maosong Sun, Yang Liu
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 J jnl
Neural Machine Translation: A Review of Methods, Resources, and Tools.
CoRR
Zhixing Tan, Shuo Wang, Zonghan Yang, Gang Chen, Xuancheng Huang, Maosong Sun, Yang Liu
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
Neural machine translation: A review of methods, resources, and tools.
AI Open
Zhixing Tan, Shuo Wang, Zonghan Yang, Gang Chen, Xuancheng Huang, Maosong Sun, Yang Liu
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 A* conf
PiRhDy: Learning Pitch-, Rhythm-, and Dynamics-aware Embeddings for Symbolic Music.
ACM Multimedia
Hongru Liang, Wenqiang Lei, Paul Yaozhu Chan, Zhenglu Yang, Maosong Sun, Tat-Seng Chua
2020 J jnl
PiRhDy: Learning Pitch-, Rhythm-, and Dynamics-aware Embeddings for Symbolic Music.
CoRR
Hongru Liang, Wenqiang Lei, Paul Yaozhu Chan, Zhenglu Yang, Maosong Sun, Tat-Seng Chua
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 Misc conf
THUMT: An Open-Source Toolkit for Neural Machine Translation.
AMTA
Zhixing Tan, Jiacheng Zhang, Xuancheng Huang, Gang Chen, Shuo Wang, Maosong Sun, Huanbo Luan, Yang Liu
2020 A* conf
Text Style Transfer via Learning Style Instance Supported Latent Space.
IJCAI
Xiaoyuan Yi, Zhenghao Liu, Wenhao Li, Maosong Sun
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 A* conf
Towards Interpretable Natural Language Understanding with Explanations as Latent Variables.
NeurIPS
Wangchunshu Zhou, Jinyi Hu, Hanlin Zhang, Xiaodan Liang, Maosong Sun, Chenyan Xiong, Jian Tang
2020 J jnl
Towards Interpretable Natural Language Understanding with Explanations as Latent Variables.
CoRR
Wangchunshu Zhou, Jinyi Hu, Hanlin Zhang, Xiaodan Liang, Maosong Sun, Chenyan Xiong, Jian Tang
2020 J jnl
Towards a Universal Continuous Knowledge Base.
CoRR
Gang Chen, Maosong Sun, Yang 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
Tsinghua University Neural Machine Translation Systems for CCMT 2020.
CCMT
Gang Chen, Shuo Wang, Xuancheng Huang, Zhixing Tan, Maosong Sun, Yang Liu
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 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 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
Construction of an English-Uyghur WordNet Dataset.
CCL
Kahaerjiang Abiderexiti, Maosong Sun
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 A* conf
Enhancing Stock Movement Prediction with Adversarial Training.
IJCAI
Fuli Feng, Huimin Chen, Xiangnan He, Ji Ding, Maosong Sun, Tat-Seng Chua
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
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 — conf
Improving Back-Translation with Uncertainty-based Confidence Estimation.
EMNLP/IJCNLP (1)
Shuo Wang, Yang Liu, Chao Wang, Huanbo Luan, Maosong Sun
2019 J jnl
Improving Back-Translation with Uncertainty-based Confidence Estimation.
CoRR
Shuo Wang, Yang Liu, Chao Wang, Huanbo Luan, 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 — conf
Jiuge: A Human-Machine Collaborative Chinese Classical Poetry Generation System.
ACL (3)
Zhipeng Guo, Xiaoyuan Yi, Maosong Sun, Wenhao Li, Cheng Yang, Jiannan Liang, Huimin Chen, Yuhui Zhang, Ruoyu Li
2019 J jnl
Kernel Graph Attention Network for Fact Verification.
CoRR
Zhenghao Liu, Chenyan Xiong, Maosong Sun
2019 — conf
Learning to Copy for Automatic Post-Editing.
EMNLP/IJCNLP (1)
Xuancheng Huang, Yang Liu, Huanbo Luan, Jingfang Xu, Maosong Sun
2019 J jnl
Learning to Copy for Automatic Post-Editing.
CoRR
Xuancheng Huang, Yang Liu, Huanbo Luan, Jingfang Xu, Maosong Sun
2019 J jnl
Learning to Predict Explainable Plots for Neural Story Generation.
CoRR
Gang Chen, Yang Liu, Huanbo Luan, Meng Zhang, Qun Liu, Maosong Sun
2019 — conf
Legal Cause Prediction with Inner Descriptions and Outer Hierarchies.
CCL
Zhiyuan Liu, Cunchao Tu, Zhiyuan Liu, Maosong Sun
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 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-Round Transfer Learning for Low-Resource NMT Using Multiple High-Resource Languages.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Mieradilijiang Maimaiti, Yang Liu, Huanbo Luan, 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 J jnl
Neural Machine Translation with Explicit Phrase Alignment.
CoRR
Jiacheng Zhang, Huanbo Luan, Maosong Sun, Feifei Zhai, Jingfang Xu, Yang 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
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 — 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 — conf
Reducing Word Omission Errors in Neural Machine Translation: A Contrastive Learning Approach.
ACL (1)
Zonghan Yang, Yong Cheng, Yang Liu, Maosong Sun
2019 A* conf
Sentiment-Controllable Chinese Poetry Generation.
IJCAI
Huimin Chen, Xiaoyuan Yi, Maosong Sun, Wenhao Li, Cheng Yang, Zhipeng Guo
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
Using BERT for Word Sense Disambiguation.
CoRR
Jiaju Du, Fanchao Qi, Maosong Sun
2019 — conf
XQA: A Cross-lingual Open-domain Question Answering Dataset.
ACL (1)
Jiahua Liu, Yankai Lin, Zhiyuan Liu, Maosong Sun
2018 A* conf
A Multi-answer Multi-task Framework for Real-world Machine Reading Comprehension.
EMNLP
Jiahua Liu, Wan Wei, Maosong Sun, Hao Chen, Yantao Du, Dekang Lin
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 A* conf
Automatic Poetry Generation with Mutual Reinforcement Learning.
EMNLP
Xiaoyuan Yi, Maosong Sun, Ruoyu Li, Wenhao Li
2018 A* conf
Bandit Learning with Implicit Feedback.
NeurIPS
Yi Qi, Qingyun Wu, Hongning Wang, Jie Tang, 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 B conf
Chinese Poetry Generation with a Salient-Clue Mechanism.
CoNLL
Xiaoyuan Yi, Ruoyu Li, Maosong Sun
2018 J jnl
Chinese Poetry Generation with a Salient-Clue Mechanism.
CoRR
Xiaoyuan Yi, Ruoyu Li, Maosong Sun
2018 A* conf
Chinese Poetry Generation with a Working Memory Model.
IJCAI
Xiaoyuan Yi, Maosong Sun, Ruoyu Li, Zonghan Yang
2018 J jnl
Chinese Poetry Generation with a Working Memory Model.
CoRR
Xiaoyuan Yi, Maosong Sun, Ruoyu Li, Zonghan Yang
2018 A* conf
Cross-lingual Lexical Sememe Prediction.
EMNLP
Fanchao Qi, Yankai Lin, Maosong Sun, Hao Zhu, Ruobing Xie, Zhiyuan Liu
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 — 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 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 J jnl
Improving Stock Movement Prediction with Adversarial Training.
CoRR
Fuli Feng, Huimin Chen, Xiangnan He, Ji Ding, Maosong Sun, Tat-Seng Chua
2018 A* conf
Improving the Transformer Translation Model with Document-Level Context.
EMNLP
Jiacheng Zhang, Huanbo Luan, Maosong Sun, Feifei Zhai, Jingfang Xu, Min Zhang, Yang Liu
2018 J jnl
Improving the Transformer Translation Model with Document-Level Context.
CoRR
Jiacheng Zhang, Huanbo Luan, Maosong Sun, Feifei Zhai, Jingfang Xu, Min Zhang, Yang Liu
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 J jnl
Joint POS Tagging and Dependence Parsing With Transition-Based Neural Networks.
IEEE ACM Trans. Audio Speech Lang. Process.
Liner Yang, Meishan Zhang, Yang Liu, Maosong Sun, Nan Yu, Guohong Fu
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 A* conf
Legal Judgment Prediction via Topological Learning.
EMNLP
Haoxi Zhong, Zhipeng Guo, Cunchao Tu, Chaojun Xiao, Zhiyuan Liu, Maosong Sun
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 J jnl
Prior Knowledge Integration for Neural Machine Translation using Posterior Regularization.
CoRR
Jiacheng Zhang, Yang Liu, Huanbo Luan, Jingfang Xu, Maosong Sun
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 A* conf
Stylistic Chinese Poetry Generation via Unsupervised Style Disentanglement.
EMNLP
Cheng Yang, Maosong Sun, Xiaoyuan Yi, Wenhao Li
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
Adversarial Training for Unsupervised Bilingual Lexicon Induction.
ACL (1)
Meng Zhang, Yang Liu, Huanbo Luan, Maosong Sun
2017 A* conf
Bilingual Lexicon Induction from Non-Parallel Data with Minimal Supervision.
AAAI
Meng Zhang, Haoruo Peng, Yang Liu, Huan-Bo Luan, Maosong Sun
2017 — conf
CANE: Context-Aware Network Embedding for Relation Modeling.
ACL (1)
Cunchao Tu, Han Liu, Zhiyuan Liu, Maosong Sun
2017 — ed.
Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data - 16th China National Conference, CCL 2017, - and - 5th International Symposium, NLP-NABD 2017, Nanjing, China, October 13-15, 2017, Proceedings
CCL
Maosong Sun, Xiaojie Wang, Baobao Chang, Deyi Xiong
2017 J jnl
Does William Shakespeare REALLY Write Hamlet? Knowledge Representation Learning with Confidence.
CoRR
Ruobing Xie, Zhiyuan Liu, Maosong Sun
2017 — conf
Domain-Specific New Words Detection in Chinese.
*SEM
Ao Chen, Maosong Sun
2017 A* conf
Earth Mover's Distance Minimization for Unsupervised Bilingual Lexicon Induction.
EMNLP
Meng Zhang, Yang Liu, Huanbo Luan, Maosong Sun
2017 A* conf
Fast Network Embedding Enhancement via High Order Proximity Approximation.
IJCAI
Cheng Yang, Maosong Sun, Zhiyuan Liu, Cunchao Tu
2017 — conf
Generating Chinese Classical Poems with RNN Encoder-Decoder.
CCL
Xiaoyuan Yi, Ruoyu Li, Maosong Sun
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 J jnl
Joint POS Tagging and Dependency Parsing with Transition-based Neural Networks.
CoRR
Liner Yang, Meishan Zhang, Yang Liu, Nan Yu, Maosong Sun, Guohong Fu
2017 A* conf
Joint Training for Pivot-based Neural Machine Translation.
IJCAI
Yong Cheng, Qian Yang, Yang Liu, Maosong Sun, Wei Xu
2017 A* conf
Lexical Sememe Prediction via Word Embeddings and Matrix Factorization.
IJCAI
Ruobing Xie, Xingchi Yuan, Zhiyuan Liu, Maosong Sun
2017 J jnl
Neural Parse Combination.
J. Comput. Sci. Technol.
Liner Yang, Maosong Sun, Yong Cheng, Jiacheng Zhang, Zhenghao Liu, Huan-Bo Luan, Yang Liu
2017 — conf
Neural Relation Extraction with Multi-lingual Attention.
ACL (1)
Yankai Lin, Zhiyuan Liu, Maosong Sun
2017 J jnl
Optimizing Non-Decomposable Evaluation Metrics for Neural Machine Translation.
J. Comput. Sci. Technol.
Shiqi Shen, Yang Liu, Maosong Sun
2017 J jnl
PRISM: Profession Identification in Social Media.
ACM Trans. Intell. Syst. Technol.
Cunchao Tu, Zhiyuan Liu, Huanbo Luan, Maosong Sun
2017 — conf
Prior Knowledge Integration for Neural Machine Translation using Posterior Regularization.
ACL (1)
Jiacheng Zhang, Yang Liu, Huanbo Luan, Jingfang Xu, 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 — conf
Smart Jump: Automated Navigation Suggestion for Videos in MOOCs.
WWW (Companion Volume)
Han Zhang, Maosong Sun, Xiaochen Wang, Zhengyang Song, Jie Tang, Jimeng Sun
2017 J jnl
THUMT: An Open Source Toolkit for Neural Machine Translation.
CoRR
Jiacheng Zhang, Yanzhuo Ding, Shiqi Shen, Yong Cheng, Maosong Sun, Huan-Bo Luan, Yang Liu
2017 A* conf
TransNet: Translation-Based Network Representation Learning for Social Relation Extraction.
IJCAI
Cunchao Tu, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun
2017 — conf
Visualizing and Understanding Neural Machine Translation.
ACL (1)
Yanzhuo Ding, Yang Liu, Huanbo Luan, 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 A* conf
Agreement-Based Joint Training for Bidirectional Attention-Based Neural Machine Translation.
IJCAI
Yong Cheng, Shiqi Shen, Zhongjun He, Wei He, Hua Wu, Maosong Sun, Yang Liu
2016 — conf
Agreement-based Learning of Parallel Lexicons and Phrases from Non-Parallel Corpora.
ACL (1)
Chunyang Liu, Yang Liu, Maosong Sun, Huan-Bo Luan, Heng Yu
2016 J jnl
Agreement-based Learning of Parallel Lexicons and Phrases from Non-Parallel Corpora.
CoRR
Chunyang Liu, Yang Liu, Huan-Bo Luan, Maosong Sun, Heng Yu
2016 A* conf
Building Earth Mover's Distance on Bilingual Word Embeddings for Machine Translation.
AAAI
Meng Zhang, Yang Liu, Huan-Bo Luan, Maosong Sun, Tatsuya Izuha, Jie Hao
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 J jnl
Generating Chinese Classical Poems with RNN Encoder-Decoder.
CoRR
Xiaoyuan Yi, Ruoyu Li, Maosong Sun
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 B conf
Inducing Bilingual Lexica From Non-Parallel Data With Earth Mover's Distance Regularization.
COLING
Meng Zhang, Yang Liu, Huanbo Luan, Yiqun 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 J jnl
Listwise Ranking Functions for Statistical Machine Translation.
IEEE ACM Trans. Audio Speech Lang. Process.
Meng Zhang, Yang Liu, Huanbo Luan, Maosong Sun
2016 A* conf
Max-Margin DeepWalk: Discriminative Learning of Network Representation.
IJCAI
Cunchao Tu, Weicheng Zhang, Zhiyuan Liu, Maosong Sun
2016 — conf
Minimum Risk Training for Neural Machine Translation.
ACL (1)
Shiqi Shen, Yong Cheng, Zhongjun He, Wei He, Hua Wu, Maosong Sun, Yang Liu
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 J jnl
Neural Machine Translation with Pivot Languages.
CoRR
Yong Cheng, Yang Liu, Qian Yang, Maosong Sun, Wei Xu
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 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 — conf
Semi-Supervised Learning for Neural Machine Translation.
ACL (1)
Yong Cheng, Wei Xu, Zhongjun He, Wei He, Hua Wu, Maosong Sun, Yang Liu
2016 J jnl
Semi-Supervised Learning for Neural Machine Translation.
CoRR
Yong Cheng, Wei Xu, Zhongjun He, Wei He, Hua Wu, Maosong Sun, Yang Liu
2016 J jnl
Topic Sensitive Neural Headline Generation.
CoRR
Lei Xu, Ziyun Wang, Ayana, Zhiyuan Liu, Maosong Sun
2015 J jnl
Agreement-based Joint Training for Bidirectional Attention-based Neural Machine Translation.
CoRR
Yong Cheng, Shiqi Shen, Zhongjun He, Wei He, Hua Wu, Maosong Sun, Yang Liu
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 A* conf
Consistency-Aware Search for Word Alignment.
EMNLP
Shiqi Shen, Yang Liu, Maosong Sun, Huan-Bo Luan
2015 A* conf
Contrastive Unsupervised Word Alignment with Non-Local Features.
AAAI
Yang Liu, Maosong Sun
2015 J jnl
Estimating translation probabilities for social tag suggestion.
Expert Syst. Appl.
Xinxiong Chen, Zhiyuan Liu, Maosong Sun
2015 A* conf
Generalized Agreement for Bidirectional Word Alignment.
EMNLP
Chunyang Liu, Yang Liu, Maosong Sun, Huan-Bo Luan, Heng Yu
2015 — conf
Improved Learning of Chinese Word Embeddings with Semantic Knowledge.
CCL
Liner Yang, Maosong Sun
2015 A* conf
Iterative Learning of Parallel Lexicons and Phrases from Non-Parallel Corpora.
IJCAI
Meiping Dong, Yang Liu, Huan-Bo Luan, Maosong Sun, Tatsuya Izuha, Dakun Zhang
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 — conf
Learning Distributed Representations of Uyghur Words and Morphemes.
CCL
Halidanmu Abudukelimu, Yang Liu, Xinxiong Chen, Maosong Sun, Abudoukelimu Abulizi
2015 A* conf
Learning Entity and Relation Embeddings for Knowledge Graph Completion.
AAAI
Yankai Lin, Zhiyuan Liu, Maosong Sun, Yang Liu, Xuan Zhu
2015 J jnl
Minimum Risk Training for Neural Machine Translation.
CoRR
Shiqi Shen, Yong Cheng, Zhongjun He, Wei He, Hua Wu, Maosong Sun, Yang Liu
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 — ed.
Social Media Processing - 4th National Conference, SMP 2015, Guangzhou, China, November 16-17, 2015, Proceedings
SMP
Xichun Zhang, Maosong Sun, Zhenyu Wang, Xuanjing Huang
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 B conf
A Neural Reordering Model for Phrase-based Translation.
COLING
Peng Li, Yang Liu, Maosong Sun, Tatsuya Izuha, Dakun Zhang
2014 A* conf
A Unified Model for Word Sense Representation and Disambiguation.
EMNLP
Xinxiong Chen, Zhiyuan Liu, Maosong Sun
2014 — conf
ASR-Based Input Method for Postal Address Recognition in Chinese Mandarin.
CCL
Ling Feng Wei, Maosong Sun
2014 — ed.
Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data - 13th China National Conference, CCL 2014, and Second International Symposium, NLP-NABD 2014, Wuhan, China, October 18-19, 2014. Proceedings
CCL
Maosong Sun, Yang Liu, Jun Zhao
2014 J jnl
Contrastive Unsupervised Word Alignment with Non-Local Features.
CoRR
Yang 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 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 — conf
Quantifying Chinese Happiness via Large-Scale Microblogging Data.
IEEE WISA
Chong Kuang, Zhiyuan Liu, Maosong Sun, Feng Yu, Pengfei Ma
2014 B conf
Query Lattice for Translation Retrieval.
COLING
Meiping Dong, Yong Cheng, Yang Liu, Jia Xu, Maosong Sun, Tatsuya Izuha, Jie Hao
2014 — conf
The design of a live social observatory system.
WWW (Companion Volume)
Huan-Bo Luan, Juanzi Li, Maosong Sun, Tat-Seng Chua
2013 A* conf
An Extended GHKM Algorithm for Inducing Lambda-SCFG.
AAAI
Peng Li, Yang Liu, Maosong Sun
2013 J jnl
Binary Tree based Chinese Word Segmentation
CoRR
Kaixu Zhang, Can Wang, Maosong Sun
2013 — ed.
Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data - 12th China National Conference, CCL 2013 and First International Symposium, NLP-NABD 2013, Suzhou, China, October 10-12, 2013. Proceedings
CCL
Maosong Sun, Min Zhang, Dekang Lin, Haifeng Wang
2013 — conf
Exploiting Lexicalized Statistical Patterns in Chinese Linguistic Analysis.
CCL
Yu Zhao, Maosong Sun
2013 B conf
HMeanMax: Placing HMAX and HoG into a unified framework.
IJCNN
Yan Zhang, Qixia Jiang, Maosong Sun
2013 — conf
Measuring and Visualizing Interest Similarity between Microblog Users.
WAIM
Jiayu Tang, Zhiyuan Liu, Maosong Sun
2013 — conf
Minimum Error Rate Training for Bilingual News Alignment.
CLSW
Can Wang, Yang Liu, Maosong Sun
2013 A* conf
Recursive Autoencoders for ITG-Based Translation.
EMNLP
Peng Li, Yang Liu, Maosong Sun
2013 J jnl
Reduce Meaningless Words for Joint Chinese Word Segmentation and Part-of-speech Tagging
CoRR
Kaixu Zhang, Maosong Sun
2013 — conf
THUNLP at TAC KBP 2013 in Entity Linking.
TAC
Yan Wang, Yankai Lin, Zhiyuan Liu, Maosong Sun
2012 — conf
A Beam Search Algorithm for ITG Word Alignment.
COLING (Posters)
Peng Li, Yang Liu, Maosong Sun
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
Monte Carlo Methods for Maximum Margin Supervised Topic Models.
NIPS
Qixia Jiang, Jun Zhu, Maosong Sun, Eric P. Xing
2012 J jnl
NExT: NUS-Tsinghua Center for Extreme Search of User-Generated Content.
IEEE Multim.
Tat-Seng Chua, Huan-Bo Luan, Maosong Sun, Shiqiang Yang
2012 — conf
Particle Mixed Membership Stochastic Block Model.
SKG
Yan Zhang, Qixia Jiang, 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
THUTR: A Translation Retrieval System.
COLING (Demos)
Chunyang Liu, Qi Liu, Yang 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
2012 — conf
Word Segmentation on Chinese Mirco-Blog Data with a Linear-Time Incremental Model.
CIPS-SIGHAN
Kaixu Zhang, Maosong Sun, Changle Zhou
2011 A* conf
A Simple Word Trigger Method for Social Tag Suggestion.
EMNLP
Zhiyuan Liu, Xinxiong Chen, Maosong Sun
2011 — conf
A comparison study of candidate generation for Chinese word segmentation.
NLPKE
Kaixu Zhang, Maosong Sun
2011 B conf
Automatic Keyphrase Extraction by Bridging Vocabulary Gap.
CoNLL
Zhiyuan Liu, Xinxiong Chen, Yabin Zheng, Maosong Sun
2011 A* conf
CHIME: An Efficient Error-Tolerant Chinese Pinyin Input Method.
IJCAI
Yabin Zheng, Chen Li, Maosong Sun
2011 J jnl
Exploring the Granularity Level of Social Tags.
Int. J. Comput. Process. Orient. Lang.
Xiance Si, Maosong Sun
2011 B conf
Extract Chinese Unknown Words from a Large-scale Corpus Using Morphological and Distributional Evidences.
IJCNLP
Kaixu Zhang, Ruining Wang, Ping Xue, 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 A* conf
Fast Query Recommendation by Search.
AAAI
Qixia Jiang, Maosong Sun
2011 — conf
Is Simhash Achilles?
AIRS
Qixia Jiang, Yan Zhang, Liner Yang, Maosong Sun
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 J jnl
Report on the first summer school on NLP and IR in Beijing.
SIGIR Forum
Ken Ward Church, Jian-Yun Nie, Le Sun, Maosong Sun, Haifeng Wang, Endong Xun
2011 A* conf
Semi-Supervised SimHash for Efficient Document Similarity Search.
ACL
Qixia Jiang, 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 — conf
A Local Generative Model for Chinese Word Segmentation.
AIRS
Kaixu Zhang, Maosong Sun, Ping Xue
2010 A* conf
Automatic Keyphrase Extraction via Topic Decomposition.
EMNLP
Zhiyuan Liu, Wenyi Huang, Yabin Zheng, Maosong Sun
2010 — conf
Chinese New Word Detection from Query Logs.
ADMA (2)
Yan Zhang, Maosong Sun, Yang Zhang
2010 J jnl
Chinese Word Frequency Approximation Based on Multitype Corpora.
J. Quant. Linguistics
Wei Qiao, Maosong Sun, Wolfgang Menzel
2010 J jnl
Confucius and Its Intelligent Disciples: Integrating Social with Search.
Proc. VLDB Endow.
Xiance Si, Edward Y. Chang, Zoltán Gyöngyi, 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
Fast-Champollion: A Fast and Robust Sentence Alignment Algorithm.
COLING (Posters)
Peng Li, Maosong Sun, Ping Xue
2010 — conf
FolkDiffusion: A Graph-Based Tag Suggestion Method for Folksonomies.
AIRS
Zhiyuan Liu, Chuan Shi, Maosong Sun
2010 J jnl
Modeling Social Annotations via Latent Reason Identification.
IEEE Intell. Syst.
Xiance Si, Zhiyuan Liu, Maosong Sun
2010 — conf
Tag Allocation Model: Model Noisy Social Annotations by Reason Finding.
Web Intelligence
Xiance Si, Maosong Sun
2009 J jnl
A Uyghur Morpheme Analysis Method based on Conditional Random Fields.
Int. J. Asian Lang. Process.
Batuer Aisha, Maosong Sun
2009 — conf
A statistical method for Uyghur tokenization.
NLPKE
Batuer Aisha, Maosong Sun
2009 A* conf
Clustering to Find Exemplar Terms for Keyphrase Extraction.
EMNLP
Zhiyuan Liu, Peng Li, Yabin Zheng, Maosong Sun
2009 C conf
Community Detection on Weighted Networks: A Variational Bayesian Method.
ACML
Qixia Jiang, Yan Zhang, 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
Disambiguating Tags in Blogs.
TSD
Xiance Si, Maosong Sun
2009 — conf
Efficient Text Classification Using Term Projection.
AIRS
Yabin Zheng, Zhiyuan Liu, Shaohua Teng, Maosong Sun
2009 C conf
Incorporate Web Search Technology to Solve Out-of-Vocabulary Words in Chinese Word Segmentation.
PACLIC
Wei Qiao, Maosong Sun
2009 A* conf
Incorporating User Behaviors in New Word Detection.
IJCAI
Yabin Zheng, Zhiyuan Liu, Maosong Sun, Liyun Ru, Yang Zhang
2009 J jnl
Punctuation as Implicit Annotations for Chinese Word Segmentation.
Comput. Linguistics
Zhongguo Li, Maosong Sun
2009 B conf
Quantifying Asymmetric Semantic Relations from Query Logs by Resource Allocation.
PAKDD
Zhiyuan Liu, Yabin Zheng, Maosong Sun
2009 — conf
Word Segmentation Standard in Chinese, Japanese and Korean.
ALR7@IJCNLP
Key-Sun Choi, Hitoshi Isahara, Kyoko Kanzaki, Hansaem Kim, Seok Mun Pak, Maosong Sun
2008 A* conf
Asymmetrical query recommendation method based on bipartite network resource allocation.
WWW
Zhiyuan Liu, Maosong Sun
2008 — conf
Disyllabic Chinese Word Extraction Based on Character Thesaurus and Semantic Constraints in Word-Formation.
TSD
Maosong Sun, Dongliang Xu, Benjamin Ka-Yin T'sou, Huaming Lu
2008 A conf
Full-reference quality diagnosis for video summary.
ICME
Yan Liu, Yan Zhang, Maosong Sun, Wenjie Li
2008 — conf
Multi-modal Multi-label Semantic Indexing of Images Using Unlabeled Data.
ALPIT
Wei Li, Maosong Sun
2008 — conf
Statistical Properties of Overlapping Ambiguities in Chinese Word Segmentation and a Strategy for Their Disambiguation.
TSD
Wei Qiao, Maosong Sun, Wolfgang Menzel
2008 — conf
Text Classification Based on Transfer Learning and Self-Training.
ICNC (3)
Yabin Zheng, Shaohua Teng, Zhiyuan Liu, Maosong Sun
2007 C conf
Exploiting Category Information and Document Information to Improve Term Weighting for Text Categorization.
CICLing
Jingyang Li, Maosong Sun
2007 — conf
Leveraging World Knowledge in Chinese Text Classification.
ALPIT
Shu Xu, Maosong Sun
2007 — conf
Multi-modal Multi-label Semantic Indexing of Images Based on Hybrid Ensemble Learning.
PCM
Wei Li, Maosong Sun, Christopher Habel
2007 — conf
Scalable Term Selection for Text Categorization.
EMNLP-CoNLL
Jingyang Li, Maosong Sun
2006 A* conf
A Comparison and Semi-Quantitative Analysis of Words and Character-Bigrams as Features in Chinese Text Categorization.
ACL
Jingyang Li, Maosong Sun, Xian Zhang
2006 — conf
An Integrated Approach to Chinese Word Segmentation and Part-of-Speech Tagging.
ICCPOL
Maosong Sun, Dongliang Xu, Benjamin K. Tsou, Huaming Lu
2006 C conf
Automatic Image Annotation Based on WordNet and Hierarchical Ensembles.
CICLing
Wei Li, Maosong Sun
2006 — conf
Incorporating Prior Knowledge into Multi-label Boosting for Cross-Modal Image Annotation and Retrieval.
AIRS
Wei Li, Maosong Sun
2006 J jnl
Knowledge representation and reasoning based on entity and relation propagation diagram/tree.
Intell. Data Anal.
Xinghua Fan, Maosong Sun
2006 — conf
Semi-supervised Learning for Image Annotation Based on Conditional Random Fields.
CIVR
Wei Li, Maosong Sun
2006 — conf
Word Frequency Approximation for Chinese Using Raw, MM-Segmented and Manually Segmented Corpora.
ICCPOL
Wei Qiao, Maosong Sun
2006 C conf
Word Frequency Approximation for Chinese Without Using Manually-Annotated Corpus.
CICLing
Maosong Sun, Zhengcao Zhang, Benjamin Ka-Yin T'sou, Huaming Lu
2005 B conf
A Method of Recognizing Entity and Relation.
IJCNLP
Xinghua Fan, Maosong Sun
2005 B conf
Automatic Image Annotation Using Maximum Entropy Model.
IJCNLP
Wei Li, Maosong Sun
2005 B conf
Classifying Chinese Texts in Two Steps.
IJCNLP
Xinghua Fan, Maosong Sun, Key-Sun Choi, Qin Zhang
2005 C conf
Merging Case Relations into VSM to Improve Information Retrieval Precision.
CICLing
Hongtao Wang, Maosong Sun, Shaoming Liu
2005 J jnl
The Research on the Modern Chinese Semantic Word-Formation.
J. Chin. Lang. Comput.
Shi-yong Kang, Xiao-Xing Xu, Maosong Sun
2005 — conf
Transductive Support Vector Machines Using Simulated Annealing.
CIS (1)
Fan Sun, Maosong Sun
2005 C conf
Word Extraction Based on Semantic Constraints in Chinese Word-Formation.
CICLing
Maosong Sun, Shengfen Luo, Benjamin K. Tsou
2004 A conf
Eliminating High-Degree Biased Character Bigrams for Dimensionality Reduction in Chinese Text Categorization.
ECIR
Xue Dejun, Maosong Sun
2004 C conf
Raising High-Degree Overlapped Character Bigrams into Trigrams for Dimensionality Reduction in Chinese Text Categorization.
CICLing
Xue Dejun, Maosong Sun
2003 C conf
A Study on Feature Weighting in Chinese Text Categorization.
CICLing
Xue Dejun, Maosong Sun
2003 A conf
Chinese Text Categorization Based on the Binary Weighting Model with Non-binary Smoothing.
ECIR
Xue Dejun, Maosong Sun
2003 — conf
Feature Selection Combining Chi and Constrained IG Weighting Measures in Chinese Text Categorization.
IICAI
Xue Dejun, Maosong Sun
2003 — conf
Two-Character Chinese Word Extraction Based on Hybrid of Internal and Contextual Measures.
SIGHAN
Shengfen Luo, Maosong Sun
2002 B conf
Covering Ambiguity Resolution in Chinese Word Segmentation Based on Contextual Information.
COLING
Xiao Luo, Maosong Sun, Benjamin K. Tsou
2002 C conf
Identification of Chinese Personal Names in Unrestricted Texts.
PACLIC
Lawrence Y. L. Cheung, Benjamin K. Tsou, Maosong Sun
2001 B conf
A prototype of Chinese search engine based on word segmentation techniques.
SMC
Xiaohua Liu, Maosong Sun
2000 B conf
Hua Yu: A Word-segmented and Part-Of-Speech Tagged Chinese Corpus.
LREC
Maosong Sun, Honglin Sun, Changning Huang, Zhang Pu, Xing Hongbing, Zhou Qiang
1998 — conf
Chinese Work Segmentation without Using Lexicon and Hand-crafted Training Data.
COLING-ACL
Maosong Sun, Dayang Shen, Benjamin K. Tsou
1997 — conf
CSeg&Tagl.0: A Practical Word Segmenter and POS Tagger for Chinese Texts.
ANLP
Maosong Sun, Dayang Shen, Changning Huang
1995 C conf
Ambiguity Resolution in Chinese Word Segmentation.
PACLIC
Maosong Sun, Benjamin K. T'sou