Xuanjing Huang

818 papers A* 123A 15B 41C 2Misc 2Journal 394Unranked 233

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AI Can Learn Scientific Taste. CoRR Jingqi Tong, Mingzhe Li, Hangcheng Li, Yongzhuo Yang, Yurong Mou, Weijie Ma, Zhiheng Xi, Hongji Chen, Xiaoran Liu, Qinyuan Cheng, Ming Zhang, Qiguang Chen, Weifeng Ge, Qipeng Guo, Tianlei Ying, Tianxiang Sun, Yining Zheng, Xinchi Chen, Jun Zhao, Ning Ding, Xuanjing Huang, Yu-Gang Jiang, Xipeng Qiu
2026	J	`jnl`	Advancing Block Diffusion Language Models for Test-Time Scaling. CoRR Yi Lu, Deyang Kong, Jianing Wang, Linsen Guo, Xue Wang, Qi Guo, Tao Gui, Xuanjing Huang, Wei Ye, Shikun Zhang, Wei Wang
2026	J	`jnl`	AgentLongBench: A Controllable Long Benchmark For Long-Contexts Agents via Environment Rollouts. CoRR Shicheng Fang, Yuxin Wang, Xiaoran Liu, Jiahao Lu, Chuanyuan Tan, Xinchi Chen, Yining Zheng, Xuanjing Huang, Xipeng Qiu
2026	A*	`conf`	AgentPRM: Process Reward Models for LLM Agents via Step-Wise Promise and Progress. WWW Zhiheng Xi, Chenyang Liao, Guanyu Li, Zhihao Zhang, Wenxiang Chen, Binghai Wang, Senjie Jin, Yuhao Zhou, Jian Guan, Wei Wu, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
2026	J	`jnl`	AstroReason-Bench: Evaluating Unified Agentic Planning across Heterogeneous Space Planning Problems. CoRR Weiyi Wang, Xinchi Chen, Jingjing Gong, Xuanjing Huang, Xipeng Qiu
2026	J	`jnl`	BatCoder: Self-Supervised Bidirectional Code-Documentation Learning via Back-Translation. CoRR Jingwen Xu, Yiyang Lu, Zisu Huang, Changze Lv, Xiaohua Wang, Shizheng Li, Zhibo Xu, Zhengkang Guo, Zhengyuan Wang, Muzhao Tian, Xuanjing Huang, Xiaoqing Zheng
2026	J	`jnl`	Benchmark^2: Systematic Evaluation of LLM Benchmarks. CoRR Qi Qian, Chengsong Huang, Jingwen Xu, Changze Lv, Muling Wu, Wenhao Liu, Xiaogang Wang, Zhenghua Wang, Zisu Huang, Muzhao Tian, Jianhan Xu, Kun Hu, He-Da Wang, Yao Hu, Xuanjing Huang, Xiaoqing Zheng
2026	J	`jnl`	Beyond Attention Magnitude: Leveraging Inter-layer Rank Consistency for Efficient Vision-Language-Action Models. CoRR Peiju Liu, Jinming Liu, Xipeng Qiu, Xuanjing Huang
2026	J	`jnl`	CCTU: A Benchmark for Tool Use under Complex Constraints. CoRR Junjie Ye, Guoqiang Zhang, Wenjie Fu, Tao Gui, Qi Zhang, Xuanjing Huang
2026	J	`jnl`	CL-bench: A Benchmark for Context Learning. CoRR Shihan Dou, Ming Zhang, Zhangyue Yin, Chenhao Huang, Yujiong Shen, Junzhe Wang, Jiayi Chen, Yuchen Ni, Junjie Ye, Cheng Zhang, Huaibing Xie, Jianglu Hu, Shaolei Wang, Weichao Wang, Yanling Xiao, Yiting Liu, Zenan Xu, Zhen Guo, Pluto Zhou, Tao Gui, Zuxuan Wu, Xipeng Qiu, Qi Zhang, Xuanjing Huang, Yu-Gang Jiang, Di Wang, Shunyu Yao
2026	J	`jnl`	CSSG: Measuring Code Similarity with Semantic Graphs. CoRR Yiyang Lu, Jingwen Xu, Changze Lv, Zisu Huang, Zhengkang Guo, Zhengyuan Wang, Muzhao Tian, Xuanjing Huang, Xiaoqing Zheng
2026	J	`jnl`	CURP: Codebook-based Continuous User Representation for Personalized Generation with LLMs. CoRR Liang Wang, Xinyi Mou, Xiaoyou Liu, Xuanjing Huang, Zhongyu Wei
2026	J	`jnl`	Can Deep Research Agents Retrieve and Organize? Evaluating the Synthesis Gap with Expert Taxonomies. CoRR Ming Zhang, Jiabao Zhuang, Wenqing Jing, Kexin Tan, Ziyu Kong, Jingyi Deng, Yujiong Shen, Yuhang Zhao, Ning Luo, Renzhe Zheng, Jiahui Lin, Mingqi Wu, Long Ma, Shihan Dou, Tao Gui, Qi Zhang, Xuanjing Huang
2026	J	`jnl`	Can RL Improve Generalization of LLM Agents? An Empirical Study. CoRR Zhiheng Xi, Xin Guo, Jiaqi Liu, Jiazheng Zhang, Yutao Fan, Zhihao Zhang, Shichun Liu, Mingxu Chai, Xiaowei Shi, Yitao Zhai, Xunliang Cai, Tao Gui, Qi Zhang, Xuanjing Huang
2026	J	`jnl`	ChartE CoRR Shuo Li, Jiajun Sun, Zhekai Wang, Xiaoran Fan, Hui Li, Dingwen Yang, Zhiheng Xi, Yijun Wang, Zifei Shan, Tao Gui, Qi Zhang, Xuanjing Huang
2026	J	`jnl`	DFPO: Scaling Value Modeling via Distributional Flow towards Robust and Generalizable LLM Post-Training. CoRR Dingwei Zhu, Zhiheng Xi, Shihan Dou, Jiahan Li, Chenhao Huang, Junjie Ye, Sixian Li, Mingxu Chai, Yuhui Wang, Yajie Yang, Ming Zhang, Jiazheng Zhang, Shichun Liu, Caishuang Huang, Yunke Zhang, Yuran Wang, Tao Gui, Xipeng Qiu, Qi Zhang, Xuanjing Huang
2026	J	`jnl`	Emergent Structured Representations Support Flexible In-Context Inference in Large Language Models. CoRR Ningyu Xu, Qi Zhang, Xipeng Qiu, Xuanjing Huang
2026	A*	`conf`	Explainable Synthetic Image Detection Through Diffusion Timestep Ensembling. AAAI Yixin Wu, Feiran Zhang, Tianyuan Shi, Ruicheng Yin, Zhenghua Wang, Zhenliang Gan, Xiaohua Wang, Changze Lv, Xiaoqing Zheng, Xuanjing Huang
2026	J	`jnl`	FRoM-W1: Towards General Humanoid Whole-Body Control with Language Instructions. CoRR Peng Li, Zihan Zhuang, Yangfan Gao, Yi Dong, Sixian Li, Changhao Jiang, Shihan Dou, Zhiheng Xi, Enyu Zhou, Jixuan Huang, Hui Li, Jingjing Gong, Xingjun Ma, Tao Gui, Zuxuan Wu, Qi Zhang, Xuanjing Huang, Yu-Gang Jiang, Xipeng Qiu
2026	J	`jnl`	FinToolSyn: A forward synthesis Framework for Financial Tool-Use Dialogue Data with Dynamic Tool Retrieval. CoRR Caishuang Huang, Yang Qiao, Rongyu Zhang, Junjie Ye, Pu Lu, Wenxi Wu, Meng Zhou, Xiku Du, Tao Gui, Qi Zhang, Xuanjing Huang
2026	J	`jnl`	JFTA-Bench: Evaluate LLM's Ability of Tracking and Analyzing Malfunctions Using Fault Trees. CoRR Yuhui Wang, Zhixiong Yang, Ming Zhang, Shihan Dou, Zhiheng Xi, Enyu Zhou, Senjie Jin, Yujiong Shen, Dingwei Zhu, Yi Dong, Tao Gui, Qi Zhang, Xuanjing Huang
2026	J	`jnl`	Learning Query-Specific Rubrics from Human Preferences for DeepResearch Report Generation. CoRR Changze Lv, Jie Zhou, Wentao Zhao, Jingwen Xu, Zisu Huang, Muzhao Tian, Shihan Dou, Tao Gui, Le Tian, Xiao Zhou, Xiaoqing Zheng, Xuanjing Huang, Jie Zhou
2026	J	`jnl`	LifeSim: Long-Horizon User Life Simulator for Personalized Assistant Evaluation. CoRR Feiyu Duan, Xuanjing Huang, Zhongyu Wei
2026	J	`jnl`	Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models. CoRR Hengyuan Zhang, Zhihao Zhang, Mingyang Wang, Zunhai Su, Yiwei Wang, Qianli Wang, Shuzhou Yuan, Ercong Nie, Xufeng Duan, Qibo Xue, Zeping Yu, Chenming Shang, Xiao Liang, Jing Xiong, Hui Shen, Chaofan Tao, Zhengwu Liu, Senjie Jin, Zhiheng Xi, Dongdong Zhang, Sophia Ananiadou, Tao Gui, Ruobing Xie, Hayden Kwok-Hay So, Hinrich Schütze, Xuanjing Huang, Qi Zhang, Ngai Wong
2026	J	`jnl`	MagicAgent: Towards Generalized Agent Planning. CoRR Xuhui Ren, Shaokang Dong, Chen Yang, Qing Gao, Yunbin Zhao, Yongsheng Liu, Xinwei Geng, Xiang Li, Demei Yan, Yanqing Li, Chenhao Huang, Dingwei Zhu, Junjie Ye, Boxuan Yue, Yingnan Fu, Mengzhe Lv, Zezeng Feng, Boshen Zhou, Bocheng Wang, Xuanjing Huang, Yu-Gang Jiang, Tao Gui, Qi Zhang, Yunke Zhang
2026	A*	`conf`	MetaAct-RL: Training Language Models for Reasoning Through Meta-Action-Based Reinforcement Learning. AAAI Zhiheng Xi, Yuhui Wang, Yiwen Ding, Guanyu Li, Senjie Jin, Shichun Liu, Jixuan Huang, Dingwen Yang, Jiafu Tang, Boyang Hong, Junjie Ye, Shihan Dou, Ming Zhang, Jian Guan, Wei Wu, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang
2026	J	`jnl`	Mirror: A Multi-Agent System for AI-Assisted Ethics Review. CoRR Yifan Ding, Yuhui Shi, Zhiyan Li, Zilong Wang, Yifeng Gao, Yajun Yang, Mengjie Yang, Yixiu Liang, Xipeng Qiu, Xuanjing Huang, Xingjun Ma, Yu-Gang Jiang, Guoyu Wang
2026	J	`jnl`	Muse: Towards Reproducible Long-Form Song Generation with Fine-Grained Style Control. CoRR Changhao Jiang, Jiahao Chen, Zhenghao Xiang, Zhixiong Yang, Hanchen Wang, Jiabao Zhuang, Xinmeng Che, Jiajun Sun, Hui Li, Yifei Cao, Shihan Dou, Ming Zhang, Junjie Ye, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
2026	J	`jnl`	OctoBench: Benchmarking Scaffold-Aware Instruction Following in Repository-Grounded Agentic Coding. CoRR Deming Ding, Shichun Liu, Enhui Yang, Jiahang Lin, Ziying Chen, Shihan Dou, Honglin Guo, Weiyu Cheng, Pengyu Zhao, Chengjun Xiao, Qunhong Zeng, Qi Zhang, Xuanjing Huang, Qidi Xu, Tao Gui
2026	J	`jnl`	OdysseyArena: Benchmarking Large Language Models For Long-Horizon, Active and Inductive Interactions. CoRR Fangzhi Xu, Hang Yan, Qiushi Sun, Jinyang Wu, Zixian Huang, Muye Huang, Jingyang Gong, Zichen Ding, Kanzhi Cheng, Yian Wang, Xinyu Che, Zeyi Sun, Jian Zhang, Zhangyue Yin, Haoran Luo, Xuanjing Huang, Ben Kao, Jun Liu, Qika Lin
2026	J	`jnl`	OpenNovelty: An LLM-powered Agentic System for Verifiable Scholarly Novelty Assessment. CoRR Ming Zhang, Kexin Tan, Yueyuan Huang, Yujiong Shen, Chunchun Ma, Li Ju, Xinran Zhang, Yuhui Wang, Wenqing Jing, Jingyi Deng, Huayu Sha, Binze Hu, Jingqi Tong, Changhao Jiang, Yage Geng, Yuankai Ying, Yue Zhang, Zhangyue Yin, Zhiheng Xi, Shihan Dou, Tao Gui, Qi Zhang, Xuanjing Huang
2026	J	`jnl`	Outcome Accuracy is Not Enough: Aligning the Reasoning Process of Reward Models. CoRR Binghai Wang, Yantao Liu, Yuxuan Liu, Tianyi Tang, Shenzhi Wang, Chang Gao, Chujie Zheng, Yichang Zhang, Le Yu, Shixuan Liu, Tao Gui, Qi Zhang, Xuanjing Huang, Bowen Yu, Fei Huang, Junyang Lin
2026	J	`jnl`	SciAgentGym: Benchmarking Multi-Step Scientific Tool-use in LLM Agents. CoRR Yujiong Shen, Yajie Yang, Zhiheng Xi, Binze Hu, Huayu Sha, Jiazheng Zhang, Qiyuan Peng, Junlin Shang, Jixuan Huang, Yutao Fan, Jingqi Tong, Shihan Dou, Ming Zhang, Lei Bai, Zhenfei Yin, Tao Gui, Xingjun Ma, Qi Zhang, Xuanjing Huang, Yu-Gang Jiang
2026	J	`jnl`	SpikeBERT: A language spikformer learned from BERT with knowledge distillation. Neural Networks Changze Lv, Tianlong Li, Weiming Qiao, Xiaohua Wang, Muling Wu, Wenhao Liu, Shihan Dou, Xiaoqing Zheng, Xuanjing Huang
2026	J	`jnl`	Steering LLMs via Scalable Interactive Oversight. CoRR Enyu Zhou, Zhiheng Xi, Long Ma, Zhihao Zhang, Shihan Dou, Zhikai Lei, Guoteng Wang, Rui Zheng, Hang Yan, Tao Gui, Qi Zhang, Xuanjing Huang
2026	J	`jnl`	VIB-Probe: Detecting and Mitigating Hallucinations in Vision-Language Models via Variational Information Bottleneck. CoRR Feiran Zhang, Yixin Wu, Zhenghua Wang, Xiaohua Wang, Changze Lv, Xuanjing Huang, Xiaoqing Zheng
2026	J	`jnl`	What is wrong with your code generated by large language models? An extensive study. Sci. China Inf. Sci. Shihan Dou, Haoxiang Jia, Shenxi Wu, Huiyuan Zheng, Muling Wu, Yunbo Tao, Ming Zhang, Mingxu Chai, Jessica Fan, Zhiheng Xi, Rui Zheng, Yueming Wu, Ming Wen, Tao Gui, Qi Zhang, Xipeng Qiu, Xuanjing Huang
2026	J	`jnl`	Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment. CoRR Yuming Yang, Mingyoung Lai, Wanxu Zhao, Xiaoran Fan, Zhiheng Xi, Mingqi Wu, Chiyue Huang, Jun Zhao, Haijun Lv, Jian Tong, Yunhua Zhou, Yicheng Zou, Qipeng Guo, Tao Gui, Qi Zhang, Xuanjing Huang
2025	J	`jnl`	A Multi-Dimensional Constraint Framework for Evaluating and Improving Instruction Following in Large Language Models. CoRR Junjie Ye, Caishuang Huang, Zhuohan Chen, Wenjie Fu, Chenyuan Yang, Leyi Yang, Yilong Wu, Peng Wang, Meng Zhou, Xiaolong Yang, Tao Gui, Qi Zhang, Zhongchao Shi, Jianping Fan, Xuanjing Huang
2025	—	`conf`	AI-Press: A Multi-Agent News Generating and Feedback Simulation System Powered by Large Language Models. COLING (Demonstrations) Xiawei Liu, Shiyue Yang, Xinnong Zhang, Haoyu Kuang, Libo Sun, Yihang Yang, Siming Chen, Xuanjing Huang, Zhongyu Wei
2025	J	`jnl`	ARISE: An Adaptive Resolution-Aware Metric for Test-Time Scaling Evaluation in Large Reasoning Models. CoRR Zhangyue Yin, Qiushi Sun, Zhiyuan Zeng, Zhiyuan Yu, Qipeng Guo, Xuanjing Huang, Xipeng Qiu
2025	—	`conf`	Activating Distributed Visual Region within LLMs for Efficient and Effective Vision-Language Training and Inference. ACL (1) Siyuan Wang, Dianyi Wang, Chengxing Zhou, Zejun Li, Zhihao Fan, Xuanjing Huang, Zhongyu Wei
2025	J	`jnl`	AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning. CoRR Zhiheng Xi, Jixuan Huang, Chenyang Liao, Baodai Huang, Honglin Guo, Jiaqi Liu, Rui Zheng, Junjie Ye, Jiazheng Zhang, Wenxiang Chen, Wei He, Yiwen Ding, Guanyu Li, Zehui Chen, Zhengyin Du, Xuesong Yao, Yufei Xu, Jiecao Chen, Tao Gui, Zuxuan Wu, Qi Zhang, Xuanjing Huang, Yu-Gang Jiang
2025	—	`conf`	AgentGym: Evaluating and Training Large Language Model-based Agents across Diverse Environments. ACL (1) Zhiheng Xi, Yiwen Ding, Wenxiang Chen, Boyang Hong, Honglin Guo, Junzhe Wang, Xin Guo, Dingwen Yang, Chenyang Liao, Wei He, Songyang Gao, Lu Chen, Rui Zheng, Yicheng Zou, Tao Gui, Qi Zhang, Xipeng Qiu, Xuanjing Huang, Zuxuan Wu, Yu-Gang Jiang
2025	J	`jnl`	AgentPRM: Process Reward Models for LLM Agents via Step-Wise Promise and Progress. CoRR Zhiheng Xi, Chenyang Liao, Guanyu Li, Yajie Yang, Wenxiang Chen, Zhihao Zhang, Binghai Wang, Senjie Jin, Yuhao Zhou, Jian Guan, Wei Wu, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
2025	—	`conf`	AgentSense: Benchmarking Social Intelligence of Language Agents through Interactive Scenarios. NAACL (Long Papers) Xinyi Mou, Jingcong Liang, Jiayu Lin, Xinnong Zhang, Xiawei Liu, Shiyue Yang, Rong Ye, Lei Chen, Haoyu Kuang, Xuanjing Huang, Zhongyu Wei
2025	A*	`conf`	Alleviating Shifted Distribution in Human Preference Alignment through Meta-Learning. AAAI Shihan Dou, Yan Liu, Enyu Zhou, Songyang Gao, Tianlong Li, Limao Xiong, Xin Zhao, Haoxiang Jia, Junjie Ye, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang
2025	A*	`conf`	Analyzing the Effects of Supervised Fine-Tuning on Model Knowledge from Token and Parameter Levels. EMNLP Junjie Ye, Yuming Yang, Yang Nan, Shuo Li, Qi Zhang, Tao Gui, Xuanjing Huang, Peng Wang, Zhongchao Shi, Jianping Fan
2025	J	`jnl`	Analyzing the Effects of Supervised Fine-Tuning on Model Knowledge from Token and Parameter Levels. CoRR Junjie Ye, Yuming Yang, Yang Nan, Shuo Li, Qi Zhang, Tao Gui, Xuanjing Huang, Peng Wang, Zhongchao Shi, Jianping Fan
2025	J	`jnl`	AutoLogi: Automated Generation of Logic Puzzles for Evaluating Reasoning Abilities of Large Language Models. CoRR Qin Zhu, Fei Huang, Runyu Peng, Keming Lu, Bowen Yu, Qinyuan Cheng, Xipeng Qiu, Xuanjing Huang, Junyang Lin
2025	J	`jnl`	BAPO: Stabilizing Off-Policy Reinforcement Learning for LLMs via Balanced Policy Optimization with Adaptive Clipping. CoRR Zhiheng Xi, Xin Guo, Yang Nan, Enyu Zhou, Junrui Shen, Wenxiang Chen, Jiaqi Liu, Jixuan Huang, Zhihao Zhang, Honglin Guo, Xun Deng, Zhikai Lei, Miao Zheng, Guoteng Wang, Shuo Zhang, Peng Sun, Rui Zheng, Hang Yan, Tao Gui, Qi Zhang, Xuanjing Huang
2025	J	`jnl`	BMMR: A Large-Scale Bilingual Multimodal Multi-Discipline Reasoning Dataset. CoRR Zhiheng Xi, Guanyu Li, Yutao Fan, Honglin Guo, Yufang Liu, Xiaoran Fan, Jiaqi Liu, Jingchao Ding, Wangmeng Zuo, Zhenfei Yin, Lei Bai, Tao Ji, Tao Gui, Qi Zhang, Philip Torr, Xuanjing Huang
2025	B	`conf`	Benchmark Self-Evolving: A Multi-Agent Framework for Dynamic LLM Evaluation. COLING Siyuan Wang, Zhuohan Long, Zhihao Fan, Xuanjing Huang, Zhongyu Wei
2025	—	`conf`	Better Process Supervision with Bi-directional Rewarding Signals. ACL (Findings) Wenxiang Chen, Wei He, Zhiheng Xi, Honglin Guo, Boyang Hong, Jiazheng Zhang, Nijun Li, Tao Gui, Yun Li, Qi Zhang, Xuanjing Huang
2025	J	`jnl`	Better Process Supervision with Bi-directional Rewarding Signals. CoRR Wenxiang Chen, Wei He, Zhiheng Xi, Honglin Guo, Boyang Hong, Jiazheng Zhang, Rui Zheng, Nijun Li, Tao Gui, Yun Li, Qi Zhang, Xuanjing Huang
2025	B	`conf`	Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition. COLING Yuming Yang, Wantong Zhao, Caishuang Huang, Junjie Ye, Xiao Wang, Huiyuan Zheng, Yang Nan, Yuran Wang, Xueying Xu, Kaixin Huang, Yunke Zhang, Tao Gui, Qi Zhang, Xuanjing Huang
2025	J	`jnl`	Biologically Plausible Learning via Bidirectional Spike-Based Distillation. CoRR Changze Lv, Yifei Wang, Yanxun Zhang, Yiyang Lu, Jingwen Xu, Di Yu, Xin Du, Xuanjing Huang, Xiaoqing Zheng
2025	A*	`conf`	COSEE: Consistency-Oriented Signal-Based Early Exiting via Calibrated Sample Weighting Mechanism. AAAI Jianing He, Qi Zhang, Hongyun Zhang, Xuanjing Huang, Usman Naseem, Duoqian Miao
2025	B	`conf`	Case2Code: Scalable Synthetic Data for Code Generation. COLING Yunfan Shao, Linyang Li, Yichuan Ma, Peiji Li, Demin Song, Qinyuan Cheng, Shimin Li, Xiaonan Li, Pengyu Wang, Qipeng Guo, Hang Yan, Xipeng Qiu, Xuanjing Huang, Dahua Lin
2025	J	`jnl`	Code2Logic: Game-Code-Driven Data Synthesis for Enhancing VLMs General Reasoning. CoRR Jingqi Tong, Jixin Tang, Hangcheng Li, Yurong Mou, Ming Zhang, Jun Zhao, Yanbo Wen, Fan Song, Jiahao Zhan, Yuyang Lu, Chaoran Tao, Zhiyuan Guo, Jizhou Yu, Tianhao Cheng, Changhao Jiang, Zhen Wang, Tao Liang, Zhihui Fei, Mingyang Wan, Guojun Ma, Weifeng Ge, Guanhua Chen, Tao Gui, Xipeng Qiu, Qi Zhang, Xuanjing Huang
2025	J	`jnl`	Compression Hacking: A Supplementary Perspective on Informatics Metric of Language Models from Geometric Distortion. CoRR Jianxiang Zang, Meiling Ning, Yongda Wei, Shihan Dou, Jiazheng Zhang, Nijia Mo, Binhong Li, Tao Gui, Qi Zhang, Xuanjing Huang
2025	J	`jnl`	Counteracting Matthew Effect in Self-Improvement of LVLMs through Head-Tail Re-balancing. CoRR Xin Guo, Zhiheng Xi, Yiwen Ding, Yitao Zhai, Xiaowei Shi, Xunliang Cai, Tao Gui, Qi Zhang, Xuanjing Huang
2025	J	`jnl`	Critique-RL: Training Language Models for Critiquing through Two-Stage Reinforcement Learning. CoRR Zhiheng Xi, Jixuan Huang, Xin Guo, Boyang Hong, Dingwen Yang, Xiaoran Fan, Shuo Li, Zehui Chen, Junjie Ye, Siyu Yuan, Zhengyin Du, Xuesong Yao, Yufei Xu, Jiecao Chen, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang
2025	A*	`conf`	Dendritic Localized Learning: Toward Biologically Plausible Algorithm. ICML Changze Lv, Jingwen Xu, Yiyang Lu, Xiaohua Wang, Zhenghua Wang, Zhibo Xu, Di Yu, Xin Du, Xiaoqing Zheng, Xuanjing Huang
2025	J	`jnl`	Dendritic Localized Learning: Toward Biologically Plausible Algorithm. CoRR Changze Lv, Jingwen Xu, Yiyang Lu, Xiaohua Wang, Zhenghua Wang, Zhibo Xu, Di Yu, Xin Du, Xiaoqing Zheng, Xuanjing Huang
2025	J	`jnl`	Detecting Essence Code Clones via Information Theoretic Analysis. CoRR Lida Zhao, Shihan Dou, Yutao Hu, Yueming Wu, Jiahui Wu, Chengwei Liu, Lyuye Zhang, Yi Liu, Jun Sun, Xuanjing Huang, Yang Liu
2025	—	`conf`	Distill Visual Chart Reasoning Ability from LLMs to MLLMs. EMNLP (Findings) Wei He, Zhiheng Xi, Wanxu Zhao, Xiaoran Fan, Yiwen Ding, Zifei Shan, Tao Gui, Qi Zhang, Xuanjing Huang
2025	J	`jnl`	Domain-RAG: Retrieval-Guided Compositional Image Generation for Cross-Domain Few-Shot Object Detection. CoRR Yu Li, Xingyu Qiu, Yuqian Fu, Jie Chen, Tianwen Qian, Xu Zheng, Danda Pani Paudel, Yanwei Fu, Xuanjing Huang, Luc Van Gool, Yu-Gang Jiang
2025	—	`conf`	Dynamic and Generalizable Process Reward Modeling. ACL (1) Zhangyue Yin, Qiushi Sun, Zhiyuan Zeng, Qinyuan Cheng, Xipeng Qiu, Xuanjing Huang
2025	J	`jnl`	Dynamic and Generalizable Process Reward Modeling. CoRR Zhangyue Yin, Qiushi Sun, Zhiyuan Zeng, Qinyuan Cheng, Xipeng Qiu, Xuanjing Huang
2025	—	`conf`	EcoLANG: Efficient and Effective Agent Communication Language Induction for Social Simulation. EMNLP (Findings) Xinyi Mou, Chen Qian, Wei Liu, Ling Yan, Yao Hu, Xuanjing Huang, Zhongyu Wei
2025	J	`jnl`	EcoLANG: Efficient and Effective Agent Communication Language Induction for Social Simulation. CoRR Xinyi Mou, Chen Qian, Wei Liu, Xuanjing Huang, Zhongyu Wei
2025	J	`jnl`	Effective Length Extrapolation via Dimension-Wise Positional Embeddings Manipulation. CoRR Yi Lu, Wanxu Zhao, Xin Zhou, Chenxin An, Chenglong Wang, Shuo Li, Yuming Yang, Jun Zhao, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
2025	J	`jnl`	Efficient Link Prediction via GNN Layers Induced by Negative Sampling. IEEE Trans. Knowl. Data Eng. Yuxin Wang, Xiannian Hu, Quan Gan, Xuanjing Huang, Xipeng Qiu, David Wipf
2025	J	`jnl`	EgoNight: Towards Egocentric Vision Understanding at Night with a Challenging Benchmark. CoRR Deheng Zhang, Yuqian Fu, Runyi Yang, Yang Miao, Tianwen Qian, Xu Zheng, Guolei Sun, Ajad Chhatkuli, Xuanjing Huang, Yu-Gang Jiang, Luc Van Gool, Danda Pani Paudel
2025	J	`jnl`	EliteKV: Scalable KV Cache Compression via RoPE Frequency Selection and Joint Low-Rank Projection. CoRR Yuhao Zhou, Sirui Song, Boyang Liu, Zhiheng Xi, Senjie Jin, Xiaoran Fan, Zhihao Zhang, Wei Li, Xuanjing Huang
2025	—	`conf`	Enhancing Model Privacy in Federated Learning with Random Masking and Quantization. EMNLP (Findings) Zhibo Xu, Jianhao Zhu, Jingwen Xu, Changze Lv, Zhenghua Wang, Zisu Huang, Xiaohua Wang, Muling Wu, Qi Qian, Xiaoqing Zheng, Xuanjing Huang
2025	J	`jnl`	Enhancing Model Privacy in Federated Learning with Random Masking and Quantization. CoRR Zhibo Xu, Jianhao Zhu, Jingwen Xu, Changze Lv, Zisu Huang, Xiaohua Wang, Muling Wu, Qi Qian, Xiaoqing Zheng, Xuanjing Huang
2025	—	`conf`	Error Classification of Large Language Models on Math Word Problems: A Dynamically Adaptive Framework. EMNLP (Findings) Zhangyue Yin, Yuhong Sun, Xuanjing Huang, Xipeng Qiu, Hui Zhao
2025	J	`jnl`	Error Classification of Large Language Models on Math Word Problems: A Dynamically Adaptive Framework. CoRR Yuhong Sun, Zhangyue Yin, Xuanjing Huang, Xipeng Qiu, Hui Zhao
2025	J	`jnl`	EvaLearn: Quantifying the Learning Capability and Efficiency of LLMs via Sequential Problem Solving. CoRR Shihan Dou, Ming Zhang, Chenhao Huang, Jiayi Chen, Feng Chen, Shichun Liu, Yan Liu, Chenxiao Liu, Cheng Zhong, Zongzhang Zhang, Tao Gui, Chao Xin, Wei Chengzhi, Lin Yan, Qi Zhang, Yonghui Wu, Xuanjing Huang
2025	—	`conf`	EvoWiki: Evaluating LLMs on Evolving Knowledge. ACL (1) Wei Tang, Yixin Cao, Yang Deng, Jiahao Ying, Bo Wang, Yizhe Yang, Yuyue Zhao, Qi Zhang, Xuanjing Huang, Yu-Gang Jiang, Yong Liao
2025	J	`jnl`	Explainable Synthetic Image Detection through Diffusion Timestep Ensembling. CoRR Yixin Wu, Feiran Zhang, Tianyuan Shi, Ruicheng Yin, Zhenghua Wang, Zhenliang Gan, Xiaohua Wang, Changze Lv, Xiaoqing Zheng, Xuanjing Huang
2025	J	`jnl`	FamilyTool: A Multi-hop Personalized Tool Use Benchmark. CoRR Yuxin Wang, Yiran Guo, Yining Zheng, Zhangyue Yin, Shuo Chen, Jie Yang, Jiajun Chen, Xuanjing Huang, Xipeng Qiu
2025	J	`jnl`	Feedback-Driven Tool-Use Improvements in Large Language Models via Automated Build Environments. CoRR Junjie Ye, Changhao Jiang, Zhengyin Du, Yufei Xu, Xuesong Yao, Zhiheng Xi, Xiaoran Fan, Qi Zhang, Xuanjing Huang, Jiecao Chen
2025	J	`jnl`	From Scores to Preferences: Redefining MOS Benchmarking for Speech Quality Reward Modeling. CoRR Yifei Cao, Changhao Jiang, Jiabao Zhuang, Jiajun Sun, Ming Zhang, Zhiheng Xi, Hui Li, Shihan Dou, Yuran Wang, Yunke Zhang, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
2025	A*	`conf`	Governance in Motion: Co-evolution of Constitutions and AI models for Scalable Safety. EMNLP Chenhao Huang, Ziyu Shen, Yicong Ren, Huiyuan Zheng, Jiazheng Zhang, Mingxu Chai, Ming Zhang, Shihan Dou, Fan Mo, Jie Shi, Tao Gui, Qi Zhang, Xuanjing Huang
2025	—	`conf`	HAF-RM: A Hybrid Alignment Framework for Reward Model Training. ACL (1) Shujun Liu, Xiaoyu Shen, Yuhang Lai, Siyuan Wang, Shengbin Yue, Zengfeng Huang, Xuanjing Huang, Zhongyu Wei
2025	A*	`conf`	Have the VLMs Lost Confidence? A Study of Sycophancy in VLMs. ICLR Shuo Li, Tao Ji, Xiaoran Fan, Linsheng Lu, Leyi Yang, Yuming Yang, Zhiheng Xi, Rui Zheng, Yuran Wang, Xiaohui Zhao, Tao Gui, Qi Zhang, Xuanjing Huang
2025	J	`jnl`	How Jailbreak Defenses Work and Ensemble? A Mechanistic Investigation. CoRR Zhuohan Long, Siyuan Wang, Shujun Liu, Yuhang Lai, Xuanjing Huang, Zhongyu Wei
2025	J	`jnl`	Human-like conceptual representations emerge from language prediction. CoRR Ningyu Xu, Qi Zhang, Chao Du, Qiang Luo, Xipeng Qiu, Xuanjing Huang, Menghan Zhang
2025	—	`conf`	Improving Continual Pre-training Through Seamless Data Packing. ACL (Findings) Ruicheng Yin, Xuan Gao, Changze Lv, Xiaohua Wang, Xiaoqing Zheng, Xuanjing Huang
2025	J	`jnl`	Improving Continual Pre-training Through Seamless Data Packing. CoRR Ruicheng Yin, Xuan Gao, Changze Lv, Xiaohua Wang, Xiaoqing Zheng, Xuanjing Huang
2025	J	`jnl`	Improving RL Exploration for LLM Reasoning through Retrospective Replay. CoRR Shihan Dou, Muling Wu, Jingwen Xu, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang
2025	J	`jnl`	IntentionReasoner: Facilitating Adaptive LLM Safeguards through Intent Reasoning and Selective Query Refinement. CoRR Yuanzhe Shen, Zisu Huang, Zhengkang Guo, Yide Liu, Guanxu Chen, Ruicheng Yin, Xiaoqing Zheng, Xuanjing Huang
2025	J	`jnl`	LLMEval-3: A Large-Scale Longitudinal Study on Robust and Fair Evaluation of Large Language Models. CoRR Ming Zhang, Yujiong Shen, Jingyi Deng, Yuhui Wang, Yue Zhang, Junzhe Wang, Shichun Liu, Shihan Dou, Huayu Sha, Qiyuan Peng, Changhao Jiang, Jingqi Tong, Yilong Wu, Zhihao Zhang, Mingqi Wu, Zhiheng Xi, Mingxu Chai, Tao Liang, Zhihui Fei, Zhen Wang, Mingyang Wan, Guojun Ma, Tao Gui, Qi Zhang, Xuanjing Huang
2025	—	`conf`	LLMEval-Med: A Real-world Clinical Benchmark for Medical LLMs with Physician Validation. EMNLP (Findings) Ming Zhang, Yujiong Shen, Zelin Li, Huayu Sha, Binze Hu, Yuhui Wang, Chenhao Huang, Shichun Liu, Jingqi Tong, Changhao Jiang, Mingxu Chai, Zhiheng Xi, Shihan Dou, Tao Gui, Qi Zhang, Xuanjing Huang
2025	J	`jnl`	LLMEval-Med: A Real-world Clinical Benchmark for Medical LLMs with Physician Validation. CoRR Ming Zhang, Yujiong Shen, Zelin Li, Huayu Sha, Binze Hu, Yuhui Wang, Chenhao Huang, Shichun Liu, Jingqi Tong, Changhao Jiang, Mingxu Chai, Zhiheng Xi, Shihan Dou, Tao Gui, Qi Zhang, Xuanjing Huang
2025	J	`jnl`	LLMs Learn to Deceive Unintentionally: Emergent Misalignment in Dishonesty from Misaligned Samples to Biased Human-AI Interactions. CoRR Xuhao Hu, Peng Wang, Xiaoya Lu, Dongrui Liu, Xuanjing Huang, Jing Shao
2025	J	`jnl`	Large Processor Chip Model. CoRR Kaiyan Chang, Mingzhi Chen, Yunji Chen, Zhirong Chen, Dongrui Fan, Junfeng Gong, Nan Guo, Yinhe Han, Qinfen Hao, Shuo Hou, Xuanjing Huang, Pengwei Jin, Changxin Ke, Cangyuan Li, Guangli Li, Huawei Li, Kuan Li, Naipeng Li, Shengwen Liang, Cheng Liu, Hongwei Liu, Jiahua Liu, Junliang Lv, Jianan Mu, Jin Qin, Bin Sun, Chenxi Wang, Duo Wang, Mingjun Wang, Ying Wang, Chenggang Wu, Peiyang Wu, Teng Wu, Xiao Xiao, Mengyao Xie, Chenwei Xiong, Ruiyuan Xu, Mingyu Yan, Xiaochun Ye, Kuai Yu, Rui Zhang, Shuoming Zhang, Jiacheng Zhao
2025	J	`jnl`	Layer-Specific Scaling of Positional Encodings for Superior Long-Context Modeling. CoRR Zhenghua Wang, Yiran Ding, Changze Lv, Zhibo Xu, Tianlong Li, Tianyuan Shi, Xiaoqing Zheng, Xuanjing Huang
2025	A*	`conf`	LoRACoE: Improving Large Language Model via Composition-based LoRA Expert. EMNLP Guanyu Li, Zhiheng Xi, Zhihao Zhang, Boyang Hong, Tao Gui, Qi Zhang, Xuanjing Huang
2025	—	`conf`	Lost in the Context: Insufficient and Distracted Attention to Contexts in Preference Modeling. ACL (1) Shihan Dou, Jiayi Chen, Chenhao Huang, Feng Chen, Wei Chengzhi, Huiyuan Zheng, Shichun Liu, Yan Liu, Chenxiao Liu, Chao Xin, Lin Yan, Zongzhang Zhang, Tao Gui, Qi Zhang, Xuanjing Huang
2025	J	`jnl`	MDAR: A Multi-scene Dynamic Audio Reasoning Benchmark. CoRR Hui Li, Changhao Jiang, Hongyu Wang, Ming Zhang, Jiajun Sun, Zhixiong Yang, Yifei Cao, Shihan Dou, Xiaoran Fan, Baoyu Fan, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
2025	J	`jnl`	MLLMs are Deeply Affected by Modality Bias. CoRR Xu Zheng, Chenfei Liao, Yuqian Fu, Kaiyu Lei, Yuanhuiyi Lyu, Lutao Jiang, Bin Ren, Jialei Chen, Jiawen Wang, Chengxin Li, Linfeng Zhang, Danda Pani Paudel, Xuanjing Huang, Yu-Gang Jiang, Nicu Sebe, Dacheng Tao, Luc Van Gool, Xuming Hu
2025	J	`jnl`	MOSS-Speech: Towards True Speech-to-Speech Models Without Text Guidance. CoRR Xingjian Zhao, Zhe Xu, Qinyuan Cheng, Zhaoye Fei, Luozhijie Jin, Yang Wang, Hanfu Chen, Yaozhou Jiang, Qinghui Gao, Ke Chen, Ruixiao Li, Mingshu Chen, Ruiming Wang, Wenbo Zhang, Yiyang Zhang, Donghua Yu, Yang Gao, Xiaogui Yang, Yitian Gong, Yuanfan Xu, Yaqian Zhou, Xuanjing Huang, Xipeng Qiu
2025	J	`jnl`	MagicGUI: A Foundational Mobile GUI Agent with Scalable Data Pipeline and Reinforcement Fine-tuning. CoRR Liujian Tang, Shaokang Dong, Yijia Huang, Minqi Xiang, Hongtao Ruan, Bin Wang, Shuo Li, Zhiheng Xi, Zhihui Cao, Hailiang Pang, Heng Kong, He Yang, Mingxu Chai, Zhilin Gao, Xingyu Liu, Yingnan Fu, Jiaming Liu, Xuanjing Huang, Yu-Gang Jiang, Tao Gui, Qi Zhang, Kang Wang, Yunke Zhang, Yuran Wang
2025	—	`conf`	Measuring Data Diversity for Instruction Tuning: A Systematic Analysis and A Reliable Metric. ACL (1) Yuming Yang, Yang Nan, Junjie Ye, Shihan Dou, Xiao Wang, Shuo Li, Huijie Lv, Tao Gui, Qi Zhang, Xuanjing Huang
2025	J	`jnl`	Measuring Data Diversity for Instruction Tuning: A Systematic Analysis and A Reliable Metric. CoRR Yuming Yang, Yang Nan, Junjie Ye, Shihan Dou, Xiao Wang, Shuo Li, Huijie Lv, Mingqi Wu, Tao Gui, Qi Zhang, Xuanjing Huang
2025	J	`jnl`	Memory in the Age of AI Agents. CoRR Yuyang Hu, Shichun Liu, Yanwei Yue, Guibin Zhang, Boyang Liu, Fangyi Zhu, Jiahang Lin, Honglin Guo, Shihan Dou, Zhiheng Xi, Senjie Jin, Jiejun Tan, Yanbin Yin, Jiongnan Liu, Zeyu Zhang, Zhongxiang Sun, Yutao Zhu, Hao Sun, Boci Peng, Zhenrong Cheng, Xuanbo Fan, Jiaxin Guo, Xinlei Yu, Zhenhong Zhou, Zewen Hu, Jiahao Huo, Junhao Wang, Yuwei Niu, Yu Wang, Zhenfei Yin, Xiaobin Hu, Yue Liao, Qiankun Li, Kun Wang, Wangchunshu Zhou, Yixin Liu, Dawei Cheng, Qi Zhang, Tao Gui, Shirui Pan, Yan Zhang, Philip Torr, Zhicheng Dou, Ji-Rong Wen, Xuanjing Huang, Yu-Gang Jiang, Shuicheng Yan
2025	—	`conf`	Mitigating Object Hallucinations in MLLMs via Multi-Frequency Perturbations. EMNLP (Findings) Shuo Li, Jiajun Sun, Guodong Zheng, Xiaoran Fan, Yujiong Shen, Yi Lu, Zhiheng Xi, Yuming Yang, Wenming Tan, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
2025	J	`jnl`	Mitigating Object Hallucinations in MLLMs via Multi-Frequency Perturbations. CoRR Shuo Li, Jiajun Sun, Guodong Zheng, Xiaoran Fan, Yujiong Shen, Yi Lu, Zhiheng Xi, Yuming Yang, Wenming Tan, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
2025	—	`conf`	Mitigating Tail Narrowing in LLM Self-Improvement via Socratic-Guided Sampling. NAACL (Long Papers) Yiwen Ding, Zhiheng Xi, Wei He, Lizhuoyuan Lizhuoyuan, Yitao Zhai, Shi Xiaowei, Xunliang Cai, Tao Gui, Qi Zhang, Xuanjing Huang
2025	J	`jnl`	MoIIE: Mixture of Intra- and Inter-Modality Experts for Large Vision Language Models. CoRR Dianyi Wang, Siyuan Wang, Zejun Li, Yikun Wang, Yitong Li, Duyu Tang, Xiaoyu Shen, Xuanjing Huang, Zhongyu Wei
2025	—	`conf`	Multi-Agent Simulator Drives Language Models for Legal Intensive Interaction. NAACL (Findings) ShengbinYue ShengbinYue, Ting Huang, Zheng Jia, Siyuan Wang, Shujun Liu, Yun Song, Xuanjing Huang, Zhongyu Wei
2025	J	`jnl`	Multi-Agent Simulator Drives Language Models for Legal Intensive Interaction. CoRR Shengbin Yue, Ting Huang, Zheng Jia, Siyuan Wang, Shujun Liu, Yun Song, Xuanjing Huang, Zhongyu Wei
2025	—	`conf`	Multi-Programming Language Sandbox for LLMs. ACL (3) Shihan Dou, Jiazheng Zhang, Jianxiang Zang, Yunbo Tao, Weikang Zhou, Haoxiang Jia, Shichun Liu, Yuming Yang, Shenxi Wu, Zhiheng Xi, Muling Wu, Rui Zheng, Changze Lv, Limao Xiong, Shaoqing Zhang, Lin Zhang, WenYu Zhan, Rongxiang Weng, Jingang Wang, Xunliang Cai, Yueming Wu, Ming Wen, Yixin Cao, Tao Gui, Xipeng Qiu, Qi Zhang, Xuanjing Huang
2025	J	`jnl`	Multi-hop Reasoning via Early Knowledge Alignment. CoRR Yuxin Wang, Shicheng Fang, Bo Wang, Qi Luo, Xuanjing Huang, Yining Zheng, Xipeng Qiu
2025	—	`conf`	PFDial: A Structured Dialogue Instruction Fine-tuning Method Based on UML Flowcharts. ACL (Findings) Ming Zhang, Yuhui Wang, Yujiong Shen, Tingyi Yang, Changhao Jiang, Yilong Wu, Shihan Dou, Qinhao Chen, Zhiheng Xi, Zhihao Zhang, Yi Dong, Zhen Wang, Zhihui Fei, Mingyang Wan, Tao Liang, Guojun Ma, Qi Zhang, Tao Gui, Xuanjing Huang
2025	J	`jnl`	PFDial: A Structured Dialogue Instruction Fine-tuning Method Based on UML Flowcharts. CoRR Ming Zhang, Yuhui Wang, Yujiong Shen, Tingyi Yang, Changhao Jiang, Yilong Wu, Shihan Dou, Qinhao Chen, Zhiheng Xi, Zhihao Zhang, Yi Dong, Zhen Wang, Zhihui Fei, Mingyang Wan, Tao Liang, Guojun Ma, Qi Zhang, Tao Gui, Xuanjing Huang
2025	A*	`conf`	Parrot: A Training Pipeline Enhances Both Program CoT and Natural Language CoT for Reasoning. EMNLP Senjie Jin, Lu Chen, Zhiheng Xi, Yuhui Wang, Sirui Song, Yuhao Zhou, Xinbo Zhang, Peng Sun, Hong Lu, Tao Gui, Qi Zhang, Xuanjing Huang
2025	J	`jnl`	Parrot: A Training Pipeline Enhances Both Program CoT and Natural Language CoT for Reasoning. CoRR Senjie Jin, Lu Chen, Zhiheng Xi, Yuhui Wang, Sirui Song, Yuhao Zhou, Xinbo Zhang, Peng Sun, Hong Lu, Tao Gui, Qi Zhang, Xuanjing Huang
2025	J	`jnl`	Pre-Trained Policy Discriminators are General Reward Models. CoRR Shihan Dou, Shichun Liu, Yuming Yang, Yicheng Zou, Yunhua Zhou, Shuhao Xing, Chenhao Huang, Qiming Ge, Demin Song, Haijun Lv, Songyang Gao, Chengqi Lv, Enyu Zhou, Honglin Guo, Zhiheng Xi, Wenwei Zhang, Qipeng Guo, Qi Zhang, Xipeng Qiu, Xuanjing Huang, Tao Gui, Kai Chen
2025	J	`jnl`	Predicting Large Language Model Capabilities on Closed-Book QA Tasks Using Only Information Available Prior to Training. CoRR Changhao Jiang, Ming Zhang, Junjie Ye, Xiaoran Fan, Yifei Cao, Jiajun Sun, Zhiheng Xi, Shihan Dou, Yi Dong, Yujiong Shen, Jingqi Tong, Zhen Wang, Tao Liang, Zhihui Fei, Mingyang Wan, Guojun Ma, Qi Zhang, Tao Gui, Xuanjing Huang
2025	A	`conf`	Prior-Fitted Networks Scale to Larger Datasets When Treated as Weak Learners. AISTATS Yuxin Wang, Botian Jiang, Yiran Guo, Quan Gan, David Wipf, Xuanjing Huang, Xipeng Qiu
2025	J	`jnl`	Prior-Fitted Networks Scale to Larger Datasets When Treated as Weak Learners. CoRR Yuxin Wang, Botian Jiang, Yiran Guo, Quan Gan, David Wipf, Xuanjing Huang, Xipeng Qiu
2025	J	`jnl`	Progressive Mastery: Customized Curriculum Learning with Guided Prompting for Mathematical Reasoning. CoRR Muling Wu, Qi Qian, Wenhao Liu, Xiaohua Wang, Zisu Huang, Di Liang, Li Miao, Shihan Dou, Changze Lv, Zhenghua Wang, Zhibo Xu, Lina Chen, Tianlong Li, Xiaoqing Zheng, Xuanjing Huang
2025	J	`jnl`	R-Horizon: How Far Can Your Large Reasoning Model Really Go in Breadth and Depth? CoRR Yi Lu, Jianing Wang, Linsen Guo, Wei He, Hongyin Tang, Tao Gui, Xuanjing Huang, Xuezhi Cao, Wei Wang, Xunliang Cai
2025	J	`jnl`	RECAST: Strengthening LLMs' Complex Instruction Following with Constraint-Verifiable Data. CoRR Wenhao Liu, Zhengkang Guo, Mingchen Xie, Jingwen Xu, Zisu Huang, Muzhao Tian, Jianhan Xu, Muling Wu, Xiaohua Wang, Changze Lv, He-Da Wang, Hu Yao, Xiaoqing Zheng, Xuanjing Huang
2025	—	`conf`	RIVAL: Reinforcement Learning with Iterative and Adversarial Optimization for Machine Translation. EMNLP (Findings) Tianjiao Li, Mengran Yu, Chenyu Shi, Yanjun Zhao, Xiaojing Liu, Qi Zhang, Xuanjing Huang, Qiang Zhang, Jiayin Wang
2025	J	`jnl`	RIVAL: Reinforcement Learning with Iterative and Adversarial Optimization for Machine Translation. CoRR Tianjiao Li, Mengran Yu, Chenyu Shi, Yanjun Zhao, Xiaojing Liu, Qiang Zhang, Qi Zhang, Xuanjing Huang, Jiayin Wang
2025	A*	`conf`	RMB: Comprehensively benchmarking reward models in LLM alignment. ICLR Enyu Zhou, Guodong Zheng, Binghai Wang, Zhiheng Xi, Shihan Dou, Rong Bao, Wei Shen, Limao Xiong, Jessica Fan, Yurong Mou, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang
2025	J	`jnl`	Reinforcement Fine-Tuning Enables MLLMs Learning Novel Tasks Stably. CoRR Zhihao Zhang, Qiaole Dong, Qi Zhang, Jun Zhao, Enyu Zhou, Zhiheng Xi, Senjie Jin, Xiaoran Fan, Yuhao Zhou, Yanwei Fu, Tao Ji, Tao Gui, Xuanjing Huang
2025	B	`conf`	Revisiting Jailbreaking for Large Language Models: A Representation Engineering Perspective. COLING Tianlong Li, Zhenghua Wang, Wenhao Liu, Muling Wu, Shihan Dou, Changze Lv, Xiaohua Wang, Xiaoqing Zheng, Xuanjing Huang
2025	J	`jnl`	Revisiting LLM Evaluation through Mechanism Interpretability: a New Metric and Model Utility Law. CoRR Yixin Cao, Jiahao Ying, Yaoning Wang, Xipeng Qiu, Xuanjing Huang, Yu-Gang Jiang
2025	A*	`conf`	SATER: A Self-Aware and Token-Efficient Approach to Routing and Cascading. EMNLP Yuanzhe Shen, Yide Liu, Zisu Huang, Ruicheng Yin, Xiaoqing Zheng, Xuanjing Huang
2025	J	`jnl`	SATER: A Self-Aware and Token-Efficient Approach to Routing and Cascading. CoRR Yuanzhe Shen, Yide Liu, Zisu Huang, Ruicheng Yin, Xiaoqing Zheng, Xuanjing Huang
2025	—	`conf`	SFMSS: Service Flow aware Medical Scenario Simulation for Conversational Data Generation. NAACL (Findings) Zhijie Bao, Qingyun Liu, Xuanjing Huang, Zhongyu Wei
2025	A*	`conf`	SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Models. CVPR Yongting Zhang, Lu Chen, Guodong Zheng, Yifeng Gao, Rui Zheng, Jinlan Fu, Zhenfei Yin, Senjie Jin, Yu Qiao, Xuanjing Huang, Feng Zhao, Tao Gui, Jing Shao
2025	—	`conf`	Safe Inputs but Unsafe Output: Benchmarking Cross-modality Safety Alignment of Large Vision-Language Models. NAACL (Findings) Siyin Wang, Xingsong Ye, Qinyuan Cheng, Junwen Duan, Shimin Li, Jinlan Fu, Xipeng Qiu, Xuanjing Huang
2025	J	`jnl`	Self-Consistency of the Internal Reward Models Improves Self-Rewarding Language Models. CoRR Xin Zhou, Yiwen Guo, Ruotian Ma, Tao Gui, Qi Zhang, Xuanjing Huang
2025	J	`jnl`	SocioVerse: A World Model for Social Simulation Powered by LLM Agents and A Pool of 10 Million Real-World Users. CoRR Xinnong Zhang, Jiayu Lin, Xinyi Mou, Shiyue Yang, Xiawei Liu, Libo Sun, Hanjia Lyu, Yihang Yang, Weihong Qi, Yue Chen, Guanying Li, Ling Yan, Yao Hu, Siming Chen, Yu Wang, Xuanjing Huang, Jiebo Luo, Shiping Tang, Libo Wu, Baohua Zhou, Zhongyu Wei
2025	J	`jnl`	Speech-Language Models with Decoupled Tokenizers and Multi-Token Prediction. CoRR Xiaoran Fan, Zhichao Sun, Yangfan Gao, Jingfei Xiong, Hang Yan, Yifei Cao, Jiajun Sun, Shuo Li, Zhihao Zhang, Zhiheng Xi, Yuhao Zhou, Senjie Jin, Changhao Jiang, Junjie Ye, Ming Zhang, Rui Zheng, Zhenhua Han, Yunke Zhang, Demei Yan, Shaokang Dong, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
2025	J	`jnl`	SpeechRole: A Large-Scale Dataset and Benchmark for Evaluating Speech Role-Playing Agents. CoRR Changhao Jiang, Jiajun Sun, Yifei Cao, Jiabao Zhuang, Hui Li, Xiaoran Fan, Ming Zhang, Junjie Ye, Shihan Dou, Zhiheng Xi, Jingqi Tong, Yilong Wu, Baoyu Fan, Zhen Wang, Tao Liang, Zhihui Fei, Mingyang Wan, Guojun Ma, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
2025	B	`conf`	SpikeBERT: A Language Understanding Spiking Neural Network Learned from BERT with Knowledge Distillation. CogSci Changze Lv, Tianlong Li, Xiaohua Wang, Muling Wu, Wenhao Liu, Shihan Dou, Xiaoqing Zheng, Xuanjing Huang
2025	J	`jnl`	SpikeCLIP: A contrastive language-image pretrained spiking neural network. Neural Networks Changze Lv, Tianlong Li, Wenhao Liu, Yufei Gu, Jianhan Xu, Cenyuan Zhang, Muling Wu, Xiaoqing Zheng, Xuanjing Huang
2025	A*	`conf`	Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks. AAAI Shengbin Yue, Siyuan Wang, Wei Chen, Xuanjing Huang, Zhongyu Wei
2025	—	`conf`	TL-Training: A Task-Feature-Based Framework for Training Large Language Models in Tool Use. EMNLP (Findings) Junjie Ye, Yilong Wu, Sixian Li, Yuming Yang, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang, Peng Wang, Zhongchao Shi, Jianping Fan, Zhengyin Du
2025	—	`conf`	Tell Me What You Don't Know: Enhancing Refusal Capabilities of Role-Playing Agents via Representation Space Analysis and Editing. ACL (Findings) Wenhao Liu, Siyu An, Junru Lu, Muling Wu, Tianlong Li, Xiaohua Wang, Changze Lv, Xiaoqing Zheng, Di Yin, Xing Sun, Xuanjing Huang
2025	J	`jnl`	The Role of Entropy in Visual Grounding: Analysis and Optimization. CoRR Shuo Li, Jiajun Sun, Zhihao Zhang, Xiaoran Fan, Senjie Jin, Hui Li, Yuming Yang, Junjie Ye, Lixing Shen, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
2025	J	`jnl`	The dual-edged sword: artificial intelligence's evolving role in academic peer review. Sci. China Inf. Sci. Xuanjing Huang, Shihan Dou, Zhangyue Yin
2025	J	`jnl`	The rise and potential of large language model based agents: a survey. Sci. China Inf. Sci. Zhiheng Xi, Wenxiang Chen, Xin Guo, Wei He, Yiwen Ding, Boyang Hong, Ming Zhang, Junzhe Wang, Senjie Jin, Enyu Zhou, Rui Zheng, Xiaoran Fan, Xiao Wang, Limao Xiong, Yuhao Zhou, Weiran Wang, Changhao Jiang, Yicheng Zou, Xiangyang Liu, Zhangyue Yin, Shihan Dou, Rongxiang Weng, Wenjuan Qin, Yongyan Zheng, Xipeng Qiu, Xuanjing Huang, Qi Zhang, Tao Gui
2025	J	`jnl`	Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm. CoRR Jingqi Tong, Yurong Mou, Hangcheng Li, Mingzhe Li, Yongzhuo Yang, Ming Zhang, Qiguang Chen, Tianyi Liang, Xiaomeng Hu, Yining Zheng, Xinchi Chen, Jun Zhao, Xuanjing Huang, Xipeng Qiu
2025	J	`jnl`	Thus Spake Long-Context Large Language Model. CoRR Xiaoran Liu, Ruixiao Li, Mianqiu Huang, Zhigeng Liu, Yuerong Song, Qipeng Guo, Siyang He, Qiqi Wang, Linlin Li, Qun Liu, Yaqian Zhou, Xuanjing Huang, Xipeng Qiu
2025	B	`conf`	ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios. COLING Junjie Ye, Guanyu Li, Songyang Gao, Caishuang Huang, Yilong Wu, Sixian Li, Xiaoran Fan, Shihan Dou, Tao Ji, Qi Zhang, Tao Gui, Xuanjing Huang
2025	—	`conf`	ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use. ACL (1) Junjie Ye, Zhengyin Du, Xuesong Yao, Weijian Lin, Yufei Xu, Zehui Chen, Zaiyuan Wang, Sining Zhu, Zhiheng Xi, Siyu Yuan, Tao Gui, Qi Zhang, Xuanjing Huang, Jiecao Chen
2025	J	`jnl`	ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use. CoRR Junjie Ye, Zhengyin Du, Xuesong Yao, Weijian Lin, Yufei Xu, Zehui Chen, Zaiyuan Wang, Sining Zhu, Zhiheng Xi, Siyu Yuan, Tao Gui, Qi Zhang, Xuanjing Huang, Jiecao Chen
2025	J	`jnl`	Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks. CoRR Yixin Cao, Shibo Hong, Xinze Li, Jiahao Ying, Yubo Ma, Haiyuan Liang, Yantao Liu, Zijun Yao, Xiaozhi Wang, Dan Huang, Wenxuan Zhang, Lifu Huang, Muhao Chen, Lei Hou, Qianru Sun, Xingjun Ma, Zuxuan Wu, Min-Yen Kan, David Lo, Qi Zhang, Heng Ji, Jing Jiang, Juanzi Li, Aixin Sun, Xuanjing Huang, Tat-Seng Chua, Yu-Gang Jiang
2025	—	`conf`	Toward Optimal LLM Alignments Using Two-Player Games. EMNLP (Findings) Rui Zheng, Hongyi Guo, Zhihan Liu, Xiaoying Zhang, Yuanshun Yao, Xiaojun Xu, Zhaoran Wang, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang, Yang Liu, Hang Li
2025	J	`jnl`	Toward Relative Positional Encoding in Spiking Transformers. CoRR Changze Lv, Yansen Wang, Dongqi Han, Yifei Shen, Xiaoqing Zheng, Xuanjing Huang, Dongsheng Li
2025	—	`conf`	TripTailor: A Real-World Benchmark for Personalized Travel Planning. ACL (Findings) Kaimin Wang, Yuanzhe Shen, Changze Lv, Xiaoqing Zheng, Xuanjing Huang
2025	J	`jnl`	TripTailor: A Real-World Benchmark for Personalized Travel Planning. CoRR Yuanzhe Shen, Kaimin Wang, Changze Lv, Xiaoqing Zheng, Xuanjing Huang
2025	—	`conf`	UPLex: Fine-Grained Personality Control in Large Language Models via Unsupervised Lexical Modulation. EMNLP (Findings) Tianlong Li, Wenhao Liu, Muling Wu, Shihan Dou, Zhenghua Wang, Changze Lv, Xiaohua Wang, Xiaoqing Zheng, Xuanjing Huang
2025	J	`jnl`	Unlocking the Essence of Beauty: Advanced Aesthetic Reasoning with Relative-Absolute Policy Optimization. CoRR Boyang Liu, Yifan Hu, Senjie Jin, Shihan Dou, Gonglei Shi, Jie Shao, Tao Gui, Xuanjing Huang
2025	—	`conf`	VLSBench: Unveiling Visual Leakage in Multimodal Safety. ACL (1) Xuhao Hu, Dongrui Liu, Hao Li, Xuanjing Huang, Jing Shao
2025	—	`conf`	VehicleWorld: A Highly Integrated Multi-Device Environment for Intelligent Vehicle Interaction. EMNLP (Findings) Jie Yang, Jiajun Chen, Zhangyue Yin, Shuo Chen, Yuxin Wang, Yiran Guo, Yuan Li, Yining Zheng, Xuanjing Huang, Xipeng Qiu
2025	J	`jnl`	VehicleWorld: A Highly Integrated Multi-Device Environment for Intelligent Vehicle Interaction. CoRR Jie Yang, Jiajun Chen, Zhangyue Yin, Shuo Chen, Yuxin Wang, Yiran Guo, Yuan Li, Yining Zheng, Xuanjing Huang, Xipeng Qiu
2025	—	`conf`	VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models. NAACL (Long Papers) Zejun Li, Ruipu Luo, Jiwen Zhang, Minghui Qiu, Xuanjing Huang, Zhongyu Wei
2025	J	`jnl`	WorldPM: Scaling Human Preference Modeling. CoRR Binghai Wang, Runji Lin, Keming Lu, Le Yu, Zhenru Zhang, Fei Huang, Chujie Zheng, Kai Dang, Yang Fan, Xingzhang Ren, An Yang, Binyuan Hui, Dayiheng Liu, Tao Gui, Qi Zhang, Xuanjing Huang, Yu-Gang Jiang, Bowen Yu, Jingren Zhou, Junyang Lin
2024	Misc	`conf`	A Soft Contrastive Learning-Based Prompt Model for Few-Shot Sentiment Analysis. ICASSP Jingyi Zhou, Jie Zhou, Jiabao Zhao, Siyin Wang, Haijun Shan, Tao Gui, Qi Zhang, Xuanjing Huang
2024	J	`jnl`	AI-Press: A Multi-Agent News Generating and Feedback Simulation System Powered by Large Language Models. CoRR Xiawei Liu, Shiyue Yang, Xinnong Zhang, Haoyu Kuang, Libo Sun, Yihang Yang, Siming Chen, Xuanjing Huang, Zhongyu Wei
2024	—	`conf`	ALaRM: Align Language Models via Hierarchical Rewards Modeling. ACL (Findings) Yuhang Lai, Siyuan Wang, Shujun Liu, Xuanjing Huang, Zhongyu Wei
2024	J	`jnl`	ALaRM: Align Language Models via Hierarchical Rewards Modeling. CoRR Yuhang Lai, Siyuan Wang, Shujun Liu, Xuanjing Huang, Zhongyu Wei
2024	J	`jnl`	Activating Distributed Visual Region within LLMs for Efficient and Effective Vision-Language Training and Inference. CoRR Siyuan Wang, Dianyi Wang, Chengxing Zhou, Zejun Li, Zhihao Fan, Xuanjing Huang, Zhongyu Wei
2024	—	`conf`	Advancing Parameter Efficiency in Fine-tuning via Representation Editing. ACL (1) Muling Wu, Wenhao Liu, Xiaohua Wang, Tianlong Li, Changze Lv, Zixuan Ling, Jianhao Zhu, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang
2024	J	`jnl`	Advancing Parameter Efficiency in Fine-tuning via Representation Editing. CoRR Muling Wu, Wenhao Liu, Xiaohua Wang, Tianlong Li, Changze Lv, Zixuan Ling, Jianhao Zhu, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang
2024	A*	`conf`	Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators. NeurIPS Changze Lv, Dongqi Han, Yansen Wang, Xiaoqing Zheng, Xuanjing Huang, Dongsheng Li
2024	J	`jnl`	Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators. CoRR Changze Lv, Dongqi Han, Yansen Wang, Xiaoqing Zheng, Xuanjing Huang, Dongsheng Li
2024	J	`jnl`	Advancing Translation Preference Modeling with RLHF: A Step Towards Cost-Effective Solution. CoRR Nuo Xu, Jun Zhao, Can Zu, Sixian Li, Lu Chen, Zhihao Zhang, Rui Zheng, Shihan Dou, Wenjuan Qin, Tao Gui, Qi Zhang, Xuanjing Huang
2024	J	`jnl`	AgentGym: Evolving Large Language Model-based Agents across Diverse Environments. CoRR Zhiheng Xi, Yiwen Ding, Wenxiang Chen, Boyang Hong, Honglin Guo, Junzhe Wang, Dingwen Yang, Chenyang Liao, Xin Guo, Wei He, Songyang Gao, Lu Chen, Rui Zheng, Yicheng Zou, Tao Gui, Qi Zhang, Xipeng Qiu, Xuanjing Huang, Zuxuan Wu, Yu-Gang Jiang
2024	J	`jnl`	AgentSense: Benchmarking Social Intelligence of Language Agents through Interactive Scenarios. CoRR Xinyi Mou, Jingcong Liang, Jiayu Lin, Xinnong Zhang, Xiawei Liu, Shiyue Yang, Rong Ye, Lei Chen, Haoyu Kuang, Xuanjing Huang, Zhongyu Wei
2024	—	`conf`	Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models. LREC/COLING Zhangyue Yin, Qiushi Sun, Qipeng Guo, Zhiyuan Zeng, Xiaonan Li, Tianxiang Sun, Cheng Chang, Qinyuan Cheng, Ding Wang, Xiaofeng Mou, Xipeng Qiu, Xuanjing Huang
2024	J	`jnl`	Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models. CoRR Zhangyue Yin, Qiushi Sun, Qipeng Guo, Zhiyuan Zeng, Xiaonan Li, Tianxiang Sun, Cheng Chang, Qinyuan Cheng, Ding Wang, Xiaofeng Mou, Xipeng Qiu, Xuanjing Huang
2024	—	`conf`	Aligning Large Language Models with Human Preferences through Representation Engineering. ACL (1) Wenhao Liu, Xiaohua Wang, Muling Wu, Tianlong Li, Changze Lv, Zixuan Ling, Jianhao Zhu, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang
2024	J	`jnl`	Are Large Language Models Good Prompt Optimizers? CoRR Ruotian Ma, Xiaolei Wang, Xin Zhou, Jian Li, Nan Du, Tao Gui, Qi Zhang, Xuanjing Huang
2024	A*	`conf`	Automating Dataset Updates Towards Reliable and Timely Evaluation of Large Language Models. NeurIPS Jiahao Ying, Yixin Cao, Yushi Bai, Qianru Sun, Bo Wang, Wei Tang, Zhaojun Ding, Yizhe Yang, Xuanjing Huang, Shuicheng Yan
2024	J	`jnl`	Benchmark Self-Evolving: A Multi-Agent Framework for Dynamic LLM Evaluation. CoRR Siyuan Wang, Zhuohan Long, Zhihao Fan, Zhongyu Wei, Xuanjing Huang
2024	J	`jnl`	Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition. CoRR Yuming Yang, Wantong Zhao, Caishuang Huang, Junjie Ye, Xiao Wang, Huiyuan Zheng, Yang Nan, Yuran Wang, Xueying Xu, Kaixin Huang, Yunke Zhang, Tao Gui, Qi Zhang, Xuanjing Huang
2024	J	`jnl`	COSEE: Consistency-Oriented Signal-Based Early Exiting via Calibrated Sample Weighting Mechanism. CoRR Jianing He, Qi Zhang, Hongyun Zhang, Xuanjing Huang, Usman Naseem, Duoqian Miao
2024	J	`jnl`	Case2Code: Learning Inductive Reasoning with Synthetic Data. CoRR Yunfan Shao, Linyang Li, Yichuan Ma, Peiji Li, Demin Song, Qinyuan Cheng, Shimin Li, Xiaonan Li, Pengyu Wang, Qipeng Guo, Hang Yan, Xipeng Qiu, Xuanjing Huang, Dahua Lin
2024	J	`jnl`	CauESC: A Causal Aware Model for Emotional Support Conversation. CoRR Wei Chen, Hengxu Lin, Qun Zhang, Xiaojin Zhang, Xiang Bai, Xuanjing Huang, Zhongyu Wei
2024	J	`jnl`	CausalABSC: Causal Inference for Aspect Debiasing in Aspect-Based Sentiment Classification. IEEE ACM Trans. Audio Speech Lang. Process. Jie Zhou, Yuanbiao Lin, Qin Chen, Qi Zhang, Xuanjing Huang, Liang He
2024	J	`jnl`	CodeChameleon: Personalized Encryption Framework for Jailbreaking Large Language Models. CoRR Huijie Lv, Xiao Wang, Yuansen Zhang, Caishuang Huang, Shihan Dou, Junjie Ye, Tao Gui, Qi Zhang, Xuanjing Huang
2024	J	`jnl`	Correction to: MOSS: An Open Conversational Large Language Model. Mach. Intell. Res. Tianxiang Sun, Xiaotian Zhang, Zhengfu He, Peng Li, Qinyuan Cheng, Xiangyang Liu, Hang Yan, Yunfan Shao, Qiong Tang, Shiduo Zhang, Xingjian Zhao, Ke Chen, Yining Zheng, Zhejian Zhou, Ruixiao Li, Jun Zhan, Yunhua Zhou, Linyang Li, Xiaogui Yang, Lingling Wu, Zhangyue Yin, Xuanjing Huang, Yu-Gang Jiang, Xipeng Qiu
2024	J	`jnl`	Cross-Modality Safety Alignment. CoRR Siyin Wang, Xingsong Ye, Qinyuan Cheng, Junwen Duan, Shimin Li, Jinlan Fu, Xipeng Qiu, Xuanjing Huang
2024	—	`conf`	DELAN: Dual-Level Alignment for Vision-and-Language Navigation by Cross-Modal Contrastive Learning. LREC/COLING Mengfei Du, Binhao Wu, Jiwen Zhang, Zhihao Fan, Zejun Li, Ruipu Luo, Xuanjing Huang, Zhongyu Wei
2024	J	`jnl`	DELAN: Dual-Level Alignment for Vision-and-Language Navigation by Cross-Modal Contrastive Learning. CoRR Mengfei Du, Binhao Wu, Jiwen Zhang, Zhihao Fan, Zejun Li, Ruipu Luo, Xuanjing Huang, Zhongyu Wei
2024	J	`jnl`	Debatrix: Multi-dimensinal Debate Judge with Iterative Chronological Analysis Based on LLM. CoRR Jingcong Liang, Rong Ye, Meng Han, Ruofei Lai, Xinyu Zhang, Xuanjing Huang, Zhongyu Wei
2024	—	`conf`	Debatrix: Multi-dimensional Debate Judge with Iterative Chronological Analysis Based on LLM. ACL (Findings) Jingcong Liang, Rong Ye, Meng Han, Ruofei Lai, Xinyu Zhang, Xuanjing Huang, Zhongyu Wei
2024	J	`jnl`	Decoding Continuous Character-based Language from Non-invasive Brain Recordings. CoRR Cenyuan Zhang, Xiaoqing Zheng, Ruicheng Yin, Shujie Geng, Jianhan Xu, Xuan Gao, Changze Lv, Zixuan Ling, Xuanjing Huang, Miao Cao, Jianfeng Feng
2024	J	`jnl`	Deep learning prediction of glycopeptide tandem mass spectra powers glycoproteomics. Nat. Mac. Intell. Yu Zong, Yuxin Wang, Xipeng Qiu, Xuanjing Huang, Liang Qiao
2024	J	`jnl`	DetectiveQA: Evaluating Long-Context Reasoning on Detective Novels. CoRR Zhe Xu, Jiasheng Ye, Xiangyang Liu, Tianxiang Sun, Xiaoran Liu, Qipeng Guo, Linlin Li, Qun Liu, Xuanjing Huang, Xipeng Qiu
2024	J	`jnl`	Distill Visual Chart Reasoning Ability from LLMs to MLLMs. CoRR Wei He, Zhiheng Xi, Wanxu Zhao, Xiaoran Fan, Yiwen Ding, Zifei Shan, Tao Gui, Qi Zhang, Xuanjing Huang
2024	—	`conf`	Domain Generalization via Causal Adjustment for Cross-Domain Sentiment Analysis. LREC/COLING Siyin Wang, Jie Zhou, Qin Chen, Qi Zhang, Tao Gui, Xuanjing Huang
2024	J	`jnl`	Domain Generalization via Causal Adjustment for Cross-Domain Sentiment Analysis. CoRR Siyin Wang, Jie Zhou, Qin Chen, Qi Zhang, Tao Gui, Xuanjing Huang
2024	J	`jnl`	EasyJailbreak: A Unified Framework for Jailbreaking Large Language Models. CoRR Weikang Zhou, Xiao Wang, Limao Xiong, Han Xia, Yingshuang Gu, Mingxu Chai, Fukang Zhu, Caishuang Huang, Shihan Dou, Zhiheng Xi, Rui Zheng, Songyang Gao, Yicheng Zou, Hang Yan, Yifan Le, Ruohui Wang, Lijun Li, Jing Shao, Tao Gui, Qi Zhang, Xuanjing Huang
2024	A*	`conf`	Efficient and Effective Time-Series Forecasting with Spiking Neural Networks. ICML Changze Lv, Yansen Wang, Dongqi Han, Xiaoqing Zheng, Xuanjing Huang, Dongsheng Li
2024	J	`jnl`	Efficient and Effective Time-Series Forecasting with Spiking Neural Networks. CoRR Changze Lv, Yansen Wang, Dongqi Han, Xiaoqing Zheng, Xuanjing Huang, Dongsheng Li
2024	J	`jnl`	ElectionSim: Massive Population Election Simulation Powered by Large Language Model Driven Agents. CoRR Xinnong Zhang, Jiayu Lin, Libo Sun, Weihong Qi, Yihang Yang, Yue Chen, Hanjia Lyu, Xinyi Mou, Siming Chen, Jiebo Luo, Xuanjing Huang, Shiping Tang, Zhongyu Wei
2024	—	`conf`	EmbSpatial-Bench: Benchmarking Spatial Understanding for Embodied Tasks with Large Vision-Language Models. ACL (Short Papers) Mengfei Du, Binhao Wu, Zejun Li, Xuanjing Huang, Zhongyu Wei
2024	J	`jnl`	EmbSpatial-Bench: Benchmarking Spatial Understanding for Embodied Tasks with Large Vision-Language Models. CoRR Mengfei Du, Binhao Wu, Zejun Li, Xuanjing Huang, Zhongyu Wei
2024	J	`jnl`	Empirical Insights on Fine-Tuning Large Language Models for Question-Answering. CoRR Junjie Ye, Yuming Yang, Qi Zhang, Tao Gui, Xuanjing Huang, Peng Wang, Zhongchao Shi, Jianping Fan
2024	—	`conf`	Empowering LLMs for Long-Text Information Extraction in Chinese Legal Documents. NLPCC (1) Chenchen Shen, Chengwei Ji, Shengbin Yue, Xiaoyu Shen, Yun Song, Xuanjing Huang, Zhongyu Wei
2024	—	`conf`	Enhancing Contrastive Learning with Noise-Guided Attack: Towards Continual Relation Extraction in the Wild. ACL (1) Ting Wu, Jingyi Liu, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang
2024	J	`jnl`	Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision. CoRR Zhiheng Xi, Dingwen Yang, Jixuan Huang, Jiafu Tang, Guanyu Li, Yiwen Ding, Wei He, Boyang Hong, Shihan Dou, WenYu Zhan, Xiao Wang, Rui Zheng, Tao Ji, Xiaowei Shi, Yitao Zhai, Rongxiang Weng, Jingang Wang, Xunliang Cai, Tao Gui, Zuxuan Wu, Qi Zhang, Xipeng Qiu, Xuanjing Huang, Yu-Gang Jiang
2024	J	`jnl`	Enhancing the Capability and Robustness of Large Language Models through Reinforcement Learning-Driven Query Refinement. CoRR Zisu Huang, Xiaohua Wang, Feiran Zhang, Zhibo Xu, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang
2024	J	`jnl`	EvoWiki: Evaluating LLMs on Evolving Knowledge. CoRR Wei Tang, Yixin Cao, Yang Deng, Jiahao Ying, Bo Wang, Yizhe Yang, Yuyue Zhao, Qi Zhang, Xuanjing Huang, Yu-Gang Jiang, Yong Liao
2024	A*	`conf`	Explicit Memory Learning with Expectation Maximization. EMNLP Zhangyue Yin, Qiushi Sun, Qipeng Guo, Zhiyuan Zeng, Qinyuan Cheng, Xipeng Qiu, Xuanjing Huang
2024	A*	`conf`	Exploring the Compositional Deficiency of Large Language Models in Mathematical Reasoning Through Trap Problems. EMNLP Jun Zhao, Jingqi Tong, Yurong Mou, Ming Zhang, Qi Zhang, Xuanjing Huang
2024	J	`jnl`	Exploring the Compositional Deficiency of Large Language Models in Mathematical Reasoning. CoRR Jun Zhao, Jingqi Tong, Yurong Mou, Ming Zhang, Qi Zhang, Xuanjing Huang
2024	—	`conf`	F-Eval: Asssessing Fundamental Abilities with Refined Evaluation Methods. ACL (1) Yu Sun, Keyuchen Keyuchen, Shujie Wang, Peiji Li, Qipeng Guo, Hang Yan, Xipeng Qiu, Xuanjing Huang, Dahua Lin
2024	J	`jnl`	F-Eval: Asssessing Fundamental Abilities with Refined Evaluation Methods. CoRR Yu Sun, Keyu Chen, Shujie Wang, Qipeng Guo, Hang Yan, Xipeng Qiu, Xuanjing Huang, Dahua Lin
2024	J	`jnl`	From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents. CoRR Xinyi Mou, Xuanwen Ding, Qi He, Liang Wang, Jingcong Liang, Xinnong Zhang, Libo Sun, Jiayu Lin, Jie Zhou, Xuanjing Huang, Zhongyu Wei
2024	J	`jnl`	HAF-RM: A Hybrid Alignment Framework for Reward Model Training. CoRR Shujun Liu, Xiaoyu Shen, Yuhang Lai, Siyuan Wang, Shengbin Yue, Zengfeng Huang, Xuanjing Huang, Zhongyu Wei
2024	J	`jnl`	Have the VLMs Lost Confidence? A Study of Sycophancy in VLMs. CoRR Shuo Li, Tao Ji, Xiaoran Fan, Linsheng Lu, Leyi Yang, Yuming Yang, Zhiheng Xi, Rui Zheng, Yuran Wang, Xiaohui Zhao, Tao Gui, Qi Zhang, Xuanjing Huang
2024	J	`jnl`	Identity-Driven Hierarchical Role-Playing Agents. CoRR Libo Sun, Siyuan Wang, Xuanjing Huang, Zhongyu Wei
2024	A*	`conf`	Improving Discriminative Capability of Reward Models in RLHF Using Contrastive Learning. EMNLP Lu Chen, Rui Zheng, Binghai Wang, Senjie Jin, Caishuang Huang, Junjie Ye, Zhihao Zhang, Yuhao Zhou, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang
2024	A*	`conf`	Improving Generalization of Alignment with Human Preferences through Group Invariant Learning. ICLR Rui Zheng, Wei Shen, Yuan Hua, Wenbin Lai, Shihan Dou, Yuhao Zhou, Zhiheng Xi, Xiao Wang, Haoran Huang, Tao Gui, Qi Zhang, Xuanjing Huang
2024	A*	`conf`	Infer Induced Sentiment of Comment Response to Video: A New Task, Dataset and Baseline. NeurIPS Qi Jia, Baoyu Fan, Cong Xu, Lu Liu, Liang Jin, Guoguang Du, Zhenhua Guo, Yaqian Zhao, Xuanjing Huang, Rengang Li
2024	J	`jnl`	Infer Induced Sentiment of Comment Response to Video: A New Task, Dataset and Baseline. CoRR Qi Jia, Baoyu Fan, Cong Xu, Lu Liu, Liang Jin, Guoguang Du, Zhenhua Guo, Yaqian Zhao, Xuanjing Huang, Rengang Li
2024	—	`conf`	Inference-Time Decontamination: Reusing Leaked Benchmarks for Large Language Model Evaluation. EMNLP (Findings) Qin Zhu, Qinyuan Cheng, Runyu Peng, Xiaonan Li, Ru Peng, Tengxiao Liu, Xipeng Qiu, Xuanjing Huang
2024	J	`jnl`	Inference-Time Decontamination: Reusing Leaked Benchmarks for Large Language Model Evaluation. CoRR Qin Zhu, Qinyuan Cheng, Runyu Peng, Xiaonan Li, Tengxiao Liu, Ru Peng, Xipeng Qiu, Xuanjing Huang
2024	—	`conf`	Inverse-Q*: Token Level Reinforcement Learning for Aligning Large Language Models Without Preference Data. EMNLP (Findings) Han Xia, Songyang Gao, Qiming Ge, Zhiheng Xi, Qi Zhang, Xuanjing Huang
2024	J	`jnl`	Inverse-Q*: Token Level Reinforcement Learning for Aligning Large Language Models Without Preference Data. CoRR Han Xia, Songyang Gao, Qiming Ge, Zhiheng Xi, Qi Zhang, Xuanjing Huang
2024	—	`conf`	LLM can Achieve Self-Regulation via Hyperparameter Aware Generation. ACL (Findings) Siyin Wang, Shimin Li, Tianxiang Sun, Jinlan Fu, Qinyuan Cheng, Jiasheng Ye, Junjie Ye, Xipeng Qiu, Xuanjing Huang
2024	J	`jnl`	LLM can Achieve Self-Regulation via Hyperparameter Aware Generation. CoRR Siyin Wang, Shimin Li, Tianxiang Sun, Jinlan Fu, Qinyuan Cheng, Jiasheng Ye, Junjie Ye, Xipeng Qiu, Xuanjing Huang
2024	J	`jnl`	LLM-DA: Data Augmentation via Large Language Models for Few-Shot Named Entity Recognition. CoRR Junjie Ye, Nuo Xu, Yikun Wang, Jie Zhou, Qi Zhang, Tao Gui, Xuanjing Huang
2024	A*	`conf`	LLMEval: A Preliminary Study on How to Evaluate Large Language Models. AAAI Yue Zhang, Ming Zhang, Haipeng Yuan, Shichun Liu, Yongyao Shi, Tao Gui, Qi Zhang, Xuanjing Huang
2024	—	`conf`	LLMs-as-Instructors: Learning from Errors Toward Automating Model Improvement. EMNLP (Findings) Jiahao Ying, Mingbao Lin, Yixin Cao, Wei Tang, Bo Wang, Qianru Sun, Xuanjing Huang, Shuicheng Yan
2024	J	`jnl`	LLMs-as-Instructors: Learning from Errors Toward Automating Model Improvement. CoRR Jiahao Ying, Mingbao Lin, Yixin Cao, Wei Tang, Bo Wang, Qianru Sun, Xuanjing Huang, Shuicheng Yan
2024	J	`jnl`	LLaMA Beyond English: An Empirical Study on Language Capability Transfer. CoRR Jun Zhao, Zhihao Zhang, Luhui Gao, Qi Zhang, Tao Gui, Xuanjing Huang
2024	A*	`conf`	LONGAGENT: Achieving Question Answering for 128k-Token-Long Documents through Multi-Agent Collaboration. EMNLP Jun Zhao, Can Zu, Xu Hao, Yi Lu, Wei He, Yiwen Ding, Tao Gui, Qi Zhang, Xuanjing Huang
2024	—	`conf`	LawLLM: Intelligent Legal System with Legal Reasoning and Verifiable Retrieval. DASFAA (5) Shengbin Yue, Shujun Liu, Yuxuan Zhou, Chenchen Shen, Siyuan Wang, Yao Xiao, Bingxuan Li, Yun Song, Xiaoyu Shen, Wei Chen, Xuanjing Huang, Zhongyu Wei
2024	—	`conf`	Length Generalization of Causal Transformers without Position Encoding. ACL (Findings) Jie Wang, Tao Ji, Yuanbin Wu, Hang Yan, Tao Gui, Qi Zhang, Xuanjing Huang, Xiaoling Wang
2024	J	`jnl`	Length Generalization of Causal Transformers without Position Encoding. CoRR Jie Wang, Tao Ji, Yuanbin Wu, Hang Yan, Tao Gui, Qi Zhang, Xuanjing Huang, Xiaoling Wang
2024	J	`jnl`	Llama Scope: Extracting Millions of Features from Llama-3.1-8B with Sparse Autoencoders. CoRR Zhengfu He, Wentao Shu, Xuyang Ge, Lingjie Chen, Junxuan Wang, Yunhua Zhou, Frances Liu, Qipeng Guo, Xuanjing Huang, Zuxuan Wu, Yu-Gang Jiang, Xipeng Qiu
2024	—	`conf`	LoRAMoE: Alleviating World Knowledge Forgetting in Large Language Models via MoE-Style Plugin. ACL (1) Shihan Dou, Enyu Zhou, Yan Liu, Songyang Gao, Wei Shen, Limao Xiong, Yuhao Zhou, Xiao Wang, Zhiheng Xi, Xiaoran Fan, Shiliang Pu, Jiang Zhu, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang
2024	J	`jnl`	LongAgent: Scaling Language Models to 128k Context through Multi-Agent Collaboration. CoRR Jun Zhao, Can Zu, Hao Xu, Yi Lu, Wei He, Yiwen Ding, Tao Gui, Qi Zhang, Xuanjing Huang
2024	—	`conf`	LongHeads: Multi-Head Attention is Secretly a Long Context Processor. EMNLP (Findings) Yi Lu, Xin Zhou, Wei He, Jun Zhao, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
2024	J	`jnl`	LongHeads: Multi-Head Attention is Secretly a Long Context Processor. CoRR Yi Lu, Xin Zhou, Wei He, Jun Zhao, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
2024	J	`jnl`	LongSafetyBench: Long-Context LLMs Struggle with Safety Issues. CoRR Mianqiu Huang, Xiaoran Liu, Shaojun Zhou, Mozhi Zhang, Chenkun Tan, Pengyu Wang, Qipeng Guo, Zhe Xu, Linyang Li, Zhikai Lei, Linlin Li, Qun Liu, Yaqian Zhou, Xipeng Qiu, Xuanjing Huang
2024	J	`jnl`	MOSS: An Open Conversational Large Language Model. Mach. Intell. Res. Tianxiang Sun, Xiaotian Zhang, Zhengfu He, Peng Li, Qinyuan Cheng, Xiangyang Liu, Hang Yan, Yunfan Shao, Qiong Tang, Shiduo Zhang, Xingjian Zhao, Ke Chen, Yining Zheng, Zhejian Zhou, Ruixiao Li, Jun Zhan, Yunhua Zhou, Linyang Li, Xiaogui Yang, Lingling Wu, Zhangyue Yin, Xuanjing Huang, Yu-Gang Jiang, Xipeng Qiu
2024	—	`conf`	Making Harmful Behaviors Unlearnable for Large Language Models. ACL (Findings) Xin Zhou, Yi Lu, Ruotian Ma, Yujian Wei, Tao Gui, Qi Zhang, Xuanjing Huang
2024	J	`jnl`	MedBench: A Comprehensive, Standardized, and Reliable Benchmarking System for Evaluating Chinese Medical Large Language Models. Big Data Min. Anal. Mianxin Liu, Weiguo Hu, Jinru Ding, Jie Xu, Xiaoyang Li, Lifeng Zhu, Zhian Bai, Xiaoming Shi, Benyou Wang, Haitao Song, Pengfei Liu, Xiaofan Zhang, Shanshan Wang, Kang Li, Haofen Wang, Tong Ruan, Xuanjing Huang, Xin Sun, Shaoting Zhang
2024	J	`jnl`	MedBench: A Comprehensive, Standardized, and Reliable Benchmarking System for Evaluating Chinese Medical Large Language Models. CoRR Mianxin Liu, Jinru Ding, Jie Xu, Weiguo Hu, Xiaoyang Li, Lifeng Zhu, Zhian Bai, Xiaoming Shi, Benyou Wang, Haitao Song, Pengfei Liu, Xiaofan Zhang, Shanshan Wang, Kang Li, Haofen Wang, Tong Ruan, Xuanjing Huang, Xin Sun, Shaoting Zhang
2024	J	`jnl`	MetaRM: Shifted Distributions Alignment via Meta-Learning. CoRR Shihan Dou, Yan Liu, Enyu Zhou, Tianlong Li, Haoxiang Jia, Limao Xiong, Xin Zhao, Junjie Ye, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang
2024	J	`jnl`	Mitigating Tail Narrowing in LLM Self-Improvement via Socratic-Guided Sampling. CoRR Yiwen Ding, Zhiheng Xi, Wei He, Zhuoyuan Li, Yitao Zhai, Xiaowei Shi, Xunliang Cai, Tao Gui, Qi Zhang, Xuanjing Huang
2024	J	`jnl`	MouSi: Poly-Visual-Expert Vision-Language Models. CoRR Xiaoran Fan, Tao Ji, Changhao Jiang, Shuo Li, Senjie Jin, Sirui Song, Junke Wang, Boyang Hong, Lu Chen, Guodong Zheng, Ming Zhang, Caishuang Huang, Rui Zheng, Zhiheng Xi, Yuhao Zhou, Shihan Dou, Junjie Ye, Hang Yan, Tao Gui, Qi Zhang, Xipeng Qiu, Xuanjing Huang, Zuxuan Wu, Yu-Gang Jiang
2024	—	`conf`	Multi-Objective Forward Reasoning and Multi-Reward Backward Refinement for Product Review Summarization. LREC/COLING Libo Sun, Siyuan Wang, Meng Han, Ruofei Lai, Xinyu Zhang, Xuanjing Huang, Zhongyu Wei
2024	J	`jnl`	Multi-Programming Language Sandbox for LLMs. CoRR Shihan Dou, Jiazheng Zhang, Jianxiang Zang, Yunbo Tao, Haoxiang Jia, Shichun Liu, Yuming Yang, Shenxi Wu, Shaoqing Zhang, Muling Wu, Changze Lv, Limao Xiong, WenYu Zhan, Lin Zhang, Rongxiang Weng, Jingang Wang, Xunliang Cai, Yueming Wu, Ming Wen, Rui Zheng, Tao Ji, Yixin Cao, Tao Gui, Xipeng Qiu, Qi Zhang, Xuanjing Huang
2024	—	`conf`	Navigating the OverKill in Large Language Models. ACL (1) Chenyu Shi, Xiao Wang, Qiming Ge, Songyang Gao, Xianjun Yang, Tao Gui, Qi Zhang, Xuanjing Huang, Xun Zhao, Dahua Lin
2024	J	`jnl`	Navigating the OverKill in Large Language Models. CoRR Chenyu Shi, Xiao Wang, Qiming Ge, Songyang Gao, Xianjun Yang, Tao Gui, Qi Zhang, Xuanjing Huang, Xun Zhao, Dahua Lin
2024	—	`conf`	ORTicket: Let One Robust BERT Ticket Transfer across Different Tasks. LREC/COLING Yuhao Zhou, Wenxiang Chen, Rui Zheng, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang
2024	J	`jnl`	ObjectRelator: Enabling Cross-View Object Relation Understanding in Ego-Centric and Exo-Centric Videos. CoRR Yuqian Fu, Runze Wang, Yanwei Fu, Danda Pani Paudel, Xuanjing Huang, Luc Van Gool
2024	J	`jnl`	On the Tip of the Tongue: Analyzing Conceptual Representation in Large Language Models with Reverse-Dictionary Probe. CoRR Ningyu Xu, Qi Zhang, Menghan Zhang, Peng Qian, Xuanjing Huang
2024	J	`jnl`	Open the Pandora's Box of LLMs: Jailbreaking LLMs through Representation Engineering. CoRR Tianlong Li, Xiaoqing Zheng, Xuanjing Huang
2024	J	`jnl`	Overview of AI-Debater 2023: The Challenges of Argument Generation Tasks. CoRR Jiayu Lin, Guanrong Chen, Bojun Jin, Chenyang Li, Shutong Jia, Wancong Lin, Yang Sun, Yuhang He, Caihua Yang, Jianzhu Bao, Jipeng Wu, Wen Su, Jinglu Chen, Xinyi Li, Tianyu Chen, Mingjie Han, Shuaiwen Du, Zijian Wang, Jiyin Li, Fuzhong Suo, Hao Wang, Nuanchen Lin, Xuanjing Huang, Changjian Jiang, Ruifeng Xu, Long Zhang, Jiuxin Cao, Ting Jin, Zhongyu Wei
2024	J	`jnl`	Overview of the CAIL 2023 Argument Mining Track. CoRR Jingcong Liang, Junlong Wang, Xinyu Zhai, Yungui Zhuang, Yiyang Zheng, Xin Xu, Xiandong Ran, Xiaozheng Dong, Honghui Rong, Yanlun Liu, Hao Chen, Yuhan Wei, Donghai Li, Jiajie Peng, Xuanjing Huang, Chongde Shi, Yansong Feng, Yun Song, Zhongyu Wei
2024	—	`conf`	PASUM: A Pre-training Architecture for Social Media User Modeling Based on Text Graph. LREC/COLING Kun Wu, Xinyi Mou, Lanqing Xue, Zhenzhe Ying, Weiqiang Wang, Qi Zhang, Xuanjing Huang, Zhongyu Wei
2024	—	`conf`	PDF-to-Tree: Parsing PDF Text Blocks into a Tree. EMNLP (Findings) Yue Zhang, Zhihao Zhang, Wenbin Lai, Chong Zhang, Tao Gui, Qi Zhang, Xuanjing Huang
2024	J	`jnl`	PIORS: Personalized Intelligent Outpatient Reception based on Large Language Model with Multi-Agents Medical Scenario Simulation. CoRR Zhijie Bao, Qingyun Liu, Ying Guo, Zhengqiang Ye, Jun Shen, Shirong Xie, Jiajie Peng, Xuanjing Huang, Zhongyu Wei
2024	—	`conf`	Promoting Data and Model Privacy in Federated Learning through Quantized LoRA. EMNLP (Findings) Jianhao Zhu, Changze Lv, Xiaohua Wang, Muling Wu, Wenhao Liu, Tianlong Li, Zixuan Ling, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang
2024	J	`jnl`	Promoting Data and Model Privacy in Federated Learning through Quantized LoRA. CoRR Jianhao Zhu, Changze Lv, Xiaohua Wang, Muling Wu, Wenhao Liu, Tianlong Li, Zixuan Ling, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang
2024	J	`jnl`	RMB: Comprehensively Benchmarking Reward Models in LLM Alignment. CoRR Enyu Zhou, Guodong Zheng, Binghai Wang, Zhiheng Xi, Shihan Dou, Rong Bao, Wei Shen, Limao Xiong, Jessica Fan, Yurong Mou, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang
2024	A*	`conf`	ReForm-Eval: Evaluating Large Vision Language Models via Unified Re-Formulation of Task-Oriented Benchmarks. ACM Multimedia Zejun Li, Ye Wang, Mengfei Du, Qingwen Liu, Binhao Wu, Jiwen Zhang, Chengxing Zhou, Zhihao Fan, Jie Fu, Jingjing Chen, Zhongyu Wei, Xuanjing Huang
2024	—	`conf`	Reasoning in Flux: Enhancing Large Language Models Reasoning through Uncertainty-aware Adaptive Guidance. ACL (1) Zhangyue Yin, Qiushi Sun, Qipeng Guo, Zhiyuan Zeng, Xiaonan Li, Junqi Dai, Qinyuan Cheng, Xuanjing Huang, Xipeng Qiu
2024	—	`conf`	Reward Modeling Requires Automatic Adjustment Based on Data Quality. EMNLP (Findings) Binghai Wang, Rui Zheng, Lu Chen, Zhiheng Xi, Wei Shen, Yuhao Zhou, Dong Yan, Tao Gui, Qi Zhang, Xuanjing Huang
2024	—	`conf`	RoCoIns: Enhancing Robustness of Large Language Models through Code-Style Instructions. LREC/COLING Yuansen Zhang, Xiao Wang, Zhiheng Xi, Han Xia, Tao Gui, Qi Zhang, Xuanjing Huang
2024	J	`jnl`	RoCoIns: Enhancing Robustness of Large Language Models through Code-Style Instructions. CoRR Yuansen Zhang, Xiao Wang, Zhiheng Xi, Han Xia, Tao Gui, Qi Zhang, Xuanjing Huang
2024	A*	`conf`	RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool Learning. EMNLP Junjie Ye, Yilong Wu, Songyang Gao, Caishuang Huang, Sixian Li, Guanyu Li, Xiaoran Fan, Qi Zhang, Tao Gui, Xuanjing Huang
2024	J	`jnl`	RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool Learning. CoRR Junjie Ye, Yilong Wu, Songyang Gao, Caishuang Huang, Sixian Li, Guanyu Li, Xiaoran Fan, Qi Zhang, Tao Gui, Xuanjing Huang
2024	J	`jnl`	SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Model. CoRR Yongting Zhang, Lu Chen, Guodong Zheng, Yifeng Gao, Rui Zheng, Jinlan Fu, Zhenfei Yin, Senjie Jin, Yu Qiao, Xuanjing Huang, Feng Zhao, Tao Gui, Jing Shao
2024	J	`jnl`	SafeAligner: Safety Alignment against Jailbreak Attacks via Response Disparity Guidance. CoRR Caishuang Huang, Wanxu Zhao, Rui Zheng, Huijie Lv, Shihan Dou, Sixian Li, Xiao Wang, Enyu Zhou, Junjie Ye, Yuming Yang, Tao Gui, Qi Zhang, Xuanjing Huang
2024	—	`conf`	Scaling Laws for Fact Memorization of Large Language Models. EMNLP (Findings) Xingyu Lu, Xiaonan Li, Qinyuan Cheng, Kai Ding, Xuanjing Huang, Xipeng Qiu
2024	J	`jnl`	Scaling Laws for Fact Memorization of Large Language Models. CoRR Xingyu Lu, Xiaonan Li, Qinyuan Cheng, Kai Ding, Xuanjing Huang, Xipeng Qiu
2024	J	`jnl`	Scaling of Search and Learning: A Roadmap to Reproduce o1 from Reinforcement Learning Perspective. CoRR Zhiyuan Zeng, Qinyuan Cheng, Zhangyue Yin, Bo Wang, Shimin Li, Yunhua Zhou, Qipeng Guo, Xuanjing Huang, Xipeng Qiu
2024	A*	`conf`	Searching for Best Practices in Retrieval-Augmented Generation. EMNLP Xiaohua Wang, Zhenghua Wang, Xuan Gao, Feiran Zhang, Yixin Wu, Zhibo Xu, Tianyuan Shi, Zhengyuan Wang, Shizheng Li, Qi Qian, Ruicheng Yin, Changze Lv, Xiaoqing Zheng, Xuanjing Huang
2024	J	`jnl`	Searching for Best Practices in Retrieval-Augmented Generation. CoRR Xiaohua Wang, Zhenghua Wang, Xuan Gao, Feiran Zhang, Yixin Wu, Zhibo Xu, Tianyuan Shi, Zhengyuan Wang, Shizheng Li, Qi Qian, Ruicheng Yin, Changze Lv, Xiaoqing Zheng, Xuanjing Huang
2024	J	`jnl`	Secrets of RLHF in Large Language Models Part II: Reward Modeling. CoRR Binghai Wang, Rui Zheng, Lu Chen, Yan Liu, Shihan Dou, Caishuang Huang, Wei Shen, Senjie Jin, Enyu Zhou, Chenyu Shi, Songyang Gao, Nuo Xu, Yuhao Zhou, Xiaoran Fan, Zhiheng Xi, Jun Zhao, Xiao Wang, Tao Ji, Hang Yan, Lixing Shen, Zhan Chen, Tao Gui, Qi Zhang, Xipeng Qiu, Xuanjing Huang, Zuxuan Wu, Yu-Gang Jiang
2024	—	`conf`	Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language Models. NAACL-HLT (Findings) Wei He, Shichun Liu, Jun Zhao, Yiwen Ding, Yi Lu, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang
2024	J	`jnl`	Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language Models. CoRR Wei He, Shichun Liu, Jun Zhao, Yiwen Ding, Yi Lu, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang
2024	—	`conf`	SoMeLVLM: A Large Vision Language Model for Social Media Processing. ACL (Findings) Xinnong Zhang, Haoyu Kuang, Xinyi Mou, Hanjia Lyu, Kun Wu, Siming Chen, Jiebo Luo, Xuanjing Huang, Zhongyu Wei
2024	J	`jnl`	SoMeLVLM: A Large Vision Language Model for Social Media Processing. CoRR Xinnong Zhang, Haoyu Kuang, Xinyi Mou, Hanjia Lyu, Kun Wu, Siming Chen, Jiebo Luo, Xuanjing Huang, Zhongyu Wei
2024	J	`jnl`	StepCoder: Improve Code Generation with Reinforcement Learning from Compiler Feedback. CoRR Shihan Dou, Yan Liu, Haoxiang Jia, Limao Xiong, Enyu Zhou, Wei Shen, Junjie Shan, Caishuang Huang, Xiao Wang, Xiaoran Fan, Zhiheng Xi, Yuhao Zhou, Tao Ji, Rui Zheng, Qi Zhang, Xuanjing Huang, Tao Gui
2024	—	`conf`	StepCoder: Improving Code Generation with Reinforcement Learning from Compiler Feedback. ACL (1) Shihan Dou, Yan Liu, Haoxiang Jia, Enyu Zhou, Limao Xiong, Junjie Shan, Caishuang Huang, Xiao Wang, Xiaoran Fan, Zhiheng Xi, Yuhao Zhou, Tao Ji, Rui Zheng, Qi Zhang, Tao Gui, Xuanjing Huang
2024	—	`conf`	Subspace Defense: Discarding Adversarial Perturbations by Learning a Subspace for Clean Signals. LREC/COLING Rui Zheng, Yuhao Zhou, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang
2024	J	`jnl`	Subspace Defense: Discarding Adversarial Perturbations by Learning a Subspace for Clean Signals. CoRR Rui Zheng, Yuhao Zhou, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang
2024	J	`jnl`	Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks. CoRR Shengbin Yue, Siyuan Wang, Wei Chen, Xuanjing Huang, Zhongyu Wei
2024	J	`jnl`	TL-Training: A Task-Feature-Based Framework for Training Large Language Models in Tool Use. CoRR Junjie Ye, Yilong Wu, Sixian Li, Yuming Yang, Tao Gui, Qi Zhang, Xuanjing Huang, Peng Wang, Zhongchao Shi, Jianping Fan, Zhengyin Du
2024	J	`jnl`	Tell Me What You Don't Know: Enhancing Refusal Capabilities of Role-Playing Agents via Representation Space Analysis and Editing. CoRR Wenhao Liu, Siyu An, Junru Lu, Muling Wu, Tianlong Li, Xiaohua Wang, Xiaoqing Zheng, Di Yin, Xing Sun, Xuanjing Huang
2024	J	`jnl`	ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios. CoRR Junjie Ye, Guanyu Li, Songyang Gao, Caishuang Huang, Yilong Wu, Sixian Li, Xiaoran Fan, Shihan Dou, Qi Zhang, Tao Gui, Xuanjing Huang
2024	—	`conf`	ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages. ACL (1) Junjie Ye, Sixian Li, Guanyu Li, Caishuang Huang, Songyang Gao, Yilong Wu, Qi Zhang, Tao Gui, Xuanjing Huang
2024	J	`jnl`	ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages. CoRR Junjie Ye, Sixian Li, Guanyu Li, Caishuang Huang, Songyang Gao, Yilong Wu, Qi Zhang, Tao Gui, Xuanjing Huang
2024	J	`jnl`	Toward Optimal LLM Alignments Using Two-Player Games. CoRR Rui Zheng, Hongyi Guo, Zhihan Liu, Xiaoying Zhang, Yuanshun Yao, Xiaojun Xu, Zhaoran Wang, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang, Hang Li, Yang Liu
2024	A*	`conf`	Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning. ICML Zhiheng Xi, Wenxiang Chen, Boyang Hong, Senjie Jin, Rui Zheng, Wei He, Yiwen Ding, Shichun Liu, Xin Guo, Junzhe Wang, Honglin Guo, Wei Shen, Xiaoran Fan, Yuhao Zhou, Shihan Dou, Xiao Wang, Xinbo Zhang, Peng Sun, Tao Gui, Qi Zhang, Xuanjing Huang
2024	J	`jnl`	Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning. CoRR Zhiheng Xi, Wenxiang Chen, Boyang Hong, Senjie Jin, Rui Zheng, Wei He, Yiwen Ding, Shichun Liu, Xin Guo, Junzhe Wang, Honglin Guo, Wei Shen, Xiaoran Fan, Yuhao Zhou, Shihan Dou, Xiao Wang, Xinbo Zhang, Peng Sun, Tao Gui, Qi Zhang, Xuanjing Huang
2024	A*	`conf`	TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer Capabilities. EMNLP Ming Zhang, Caishuang Huang, Yilong Wu, Shichun Liu, Huiyuan Zheng, Yurui Dong, Yujiong Shen, Shihan Dou, Jun Zhao, Junjie Ye, Qi Zhang, Tao Gui, Xuanjing Huang
2024	J	`jnl`	TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer Capabilities. CoRR Ming Zhang, Caishuang Huang, Yilong Wu, Shichun Liu, Huiyuan Zheng, Yurui Dong, Yujiong Shen, Shihan Dou, Jun Zhao, Junjie Ye, Qi Zhang, Tao Gui, Xuanjing Huang
2024	—	`conf`	Unveiling Linguistic Regions in Large Language Models. ACL (1) Zhihao Zhang, Jun Zhao, Qi Zhang, Tao Gui, Xuanjing Huang
2024	J	`jnl`	Unveiling Linguistic Regions in Large Language Models. CoRR Zhihao Zhang, Jun Zhao, Qi Zhang, Tao Gui, Xuanjing Huang
2024	A*	`conf`	Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs. EMNLP Xin Zhou, Ping Nie, Yiwen Guo, Haojie Wei, Zhanqiu Zhang, Pasquale Minervini, Ruotian Ma, Tao Gui, Qi Zhang, Xuanjing Huang
2024	J	`jnl`	Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs. CoRR Xin Zhou, Ping Nie, Yiwen Guo, Haojie Wei, Zhanqiu Zhang, Pasquale Minervini, Ruotian Ma, Tao Gui, Qi Zhang, Xuanjing Huang
2024	—	`conf`	Unveiling the Truth and Facilitating Change: Towards Agent-based Large-scale Social Movement Simulation. ACL (Findings) Xinyi Mou, Zhongyu Wei, Xuanjing Huang
2024	J	`jnl`	Unveiling the Truth and Facilitating Change: Towards Agent-based Large-scale Social Movement Simulation. CoRR Xinyi Mou, Zhongyu Wei, Xuanjing Huang
2024	J	`jnl`	VLSBench: Unveiling Visual Leakage in Multimodal Safety. CoRR Xuhao Hu, Dongrui Liu, Hao Li, Xuanjing Huang, Jing Shao
2024	J	`jnl`	What's Wrong with Your Code Generated by Large Language Models? An Extensive Study. CoRR Shihan Dou, Haoxiang Jia, Shenxi Wu, Huiyuan Zheng, Weikang Zhou, Muling Wu, Mingxu Chai, Jessica Fan, Caishuang Huang, Yunbo Tao, Yan Liu, Enyu Zhou, Ming Zhang, Yuhao Zhou, Yueming Wu, Rui Zheng, Ming Wen, Rongxiang Weng, Jingang Wang, Xunliang Cai, Tao Gui, Xipeng Qiu, Qi Zhang, Xuanjing Huang
2023	J	`jnl`	A Comprehensive Capability Analysis of GPT-3 and GPT-3.5 Series Models. CoRR Junjie Ye, Xuanting Chen, Nuo Xu, Can Zu, Zekai Shao, Shichun Liu, Yuhan Cui, Zeyang Zhou, Chao Gong, Yang Shen, Jie Zhou, Siming Chen, Tao Gui, Qi Zhang, Xuanjing Huang
2023	—	`conf`	A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition. ACL (Findings) Limao Xiong, Jie Zhou, Qunxi Zhu, Xiao Wang, Yuanbin Wu, Qi Zhang, Tao Gui, Xuanjing Huang, Jin Ma, Ying Shan
2023	J	`jnl`	A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition. CoRR Limao Xiong, Jie Zhou, Qunxi Zhu, Xiao Wang, Yuanbin Wu, Qi Zhang, Tao Gui, Xuanjing Huang, Jin Ma, Ying Shan
2023	J	`jnl`	A Soft Contrastive Learning-based Prompt Model for Few-shot Sentiment Analysis. CoRR Jingyi Zhou, Jie Zhou, Jiabao Zhao, Siyin Wang, Haijun Shan, Gui Tao, Qi Zhang, Xuanjing Huang
2023	J	`jnl`	A benchmark for automatic medical consultation system: frameworks, tasks and datasets. Bioinform. Wei Chen, Zhiwei Li, Hongyi Fang, Qianyuan Yao, Cheng Zhong, Jianye Hao, Qi Zhang, Xuanjing Huang, Jiajie Peng, Zhongyu Wei
2023	J	`jnl`	Aligning Large Language Models with Human Preferences through Representation Engineering. CoRR Wenhao Liu, Xiaohua Wang, Muling Wu, Tianlong Li, Changze Lv, Zixuan Ling, Jianhao Zhu, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang
2023	—	`ed.`	Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, SIGIR-AP 2023, Beijing, China, November 26-28, 2023 SIGIR-AP Qingyao Ai, Yiqin Liu, Alistair Moffat, Xuanjing Huang, Tetsuya Sakai, Justin Zobel
2023	—	`conf`	Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization. EMNLP (Findings) Ningyu Xu, Qi Zhang, Jingting Ye, Menghan Zhang, Xuanjing Huang
2023	J	`jnl`	Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization. CoRR Ningyu Xu, Qi Zhang, Jingting Ye, Menghan Zhang, Xuanjing Huang
2023	A*	`conf`	Argue with Me Tersely: Towards Sentence-Level Counter-Argument Generation. EMNLP Jiayu Lin, Rong Ye, Meng Han, Qi Zhang, Ruofei Lai, Xinyu Zhang, Zhao Cao, Xuanjing Huang, Zhongyu Wei
2023	J	`jnl`	Argue with Me Tersely: Towards Sentence-Level Counter-Argument Generation. CoRR Jiayu Lin, Rong Ye, Meng Han, Qi Zhang, Ruofei Lai, Xinyu Zhang, Zhao Cao, Xuanjing Huang, Zhongyu Wei
2023	J	`jnl`	CausalAPM: Generalizable Literal Disentanglement for NLU Debiasing. CoRR Songyang Gao, Shihan Dou, Junjie Shan, Qi Zhang, Xuanjing Huang
2023	J	`jnl`	Certified Robustness to Text Adversarial Attacks by Randomized [MASK]. Comput. Linguistics Jiehang Zeng, Jianhan Xu, Xiaoqing Zheng, Xuanjing Huang
2023	—	`conf`	Characterizing the Impacts of Instances on Robustness. ACL (Findings) Rui Zheng, Zhiheng Xi, Qin Liu, Wenbin Lai, Tao Gui, Qi Zhang, Xuanjing Huang, Jin Ma, Ying Shan, Weifeng Ge
2023	J	`jnl`	Chinese Named Entity Recognition Augmented with Lexicon Memory. J. Comput. Sci. Technol. Yi Zhou, Xiaoqing Zheng, Xuanjing Huang
2023	—	`conf`	CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors. ACL (1) Peng Li, Tianxiang Sun, Qiong Tang, Hang Yan, Yuanbin Wu, Xuanjing Huang, Xipeng Qiu
2023	J	`jnl`	CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors. CoRR Peng Li, Tianxiang Sun, Qiong Tang, Hang Yan, Yuanbin Wu, Xuanjing Huang, Xipeng Qiu
2023	—	`conf`	Connectivity Patterns are Task Embeddings. ACL (Findings) Zhiheng Xi, Rui Zheng, Yuansen Zhang, Xuanjing Huang, Zhongyu Wei, Minlong Peng, Mingming Sun, Qi Zhang, Tao Gui
2023	J	`jnl`	DISC-FinLLM: A Chinese Financial Large Language Model based on Multiple Experts Fine-tuning. CoRR Wei Chen, Qiushi Wang, Zefei Long, Xianyin Zhang, Zhongtian Lu, Bingxuan Li, Siyuan Wang, Jiarong Xu, Xiang Bai, Xuanjing Huang, Zhongyu Wei
2023	J	`jnl`	DISC-LawLLM: Fine-tuning Large Language Models for Intelligent Legal Services. CoRR Shengbin Yue, Wei Chen, Siyuan Wang, Bingxuan Li, Chenchen Shen, Shujun Liu, Yuxuan Zhou, Yao Xiao, Song Yun, Xuanjing Huang, Zhongyu Wei
2023	J	`jnl`	DISC-MedLLM: Bridging General Large Language Models and Real-World Medical Consultation. CoRR Zhijie Bao, Wei Chen, Shengze Xiao, Kuang Ren, Jiaao Wu, Cheng Zhong, Jiajie Peng, Xuanjing Huang, Zhongyu Wei
2023	—	`conf`	Detecting Adversarial Samples through Sharpness of Loss Landscape. ACL (Findings) Rui Zheng, Shihan Dou, Yuhao Zhou, Qin Liu, Tao Gui, Qi Zhang, Zhongyu Wei, Xuanjing Huang, Menghan Zhang
2023	—	`conf`	DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models. ACL (1) Zhengfu He, Tianxiang Sun, Qiong Tang, Kuanning Wang, Xuanjing Huang, Xipeng Qiu
2023	—	`conf`	Do Large Language Models Know What They Don't Know? ACL (Findings) Zhangyue Yin, Qiushi Sun, Qipeng Guo, Jiawen Wu, Xipeng Qiu, Xuanjing Huang
2023	J	`jnl`	Do Large Language Models Know What They Don't Know? CoRR Zhangyue Yin, Qiushi Sun, Qipeng Guo, Jiawen Wu, Xipeng Qiu, Xuanjing Huang
2023	J	`jnl`	Efficient Link Prediction via GNN Layers Induced by Negative Sampling. CoRR Yuxin Wang, Xiannian Hu, Quan Gan, Xuanjing Huang, Xipeng Qiu, David Wipf
2023	J	`jnl`	Enhancing Contrastive Learning with Noise-Guided Attack: Towards Continual Relation Extraction in the Wild. CoRR Ting Wu, Jingyi Liu, Rui Zheng, Qi Zhang, Tao Gui, Xuanjing Huang
2023	—	`conf`	Enhancing Unsupervised Semantic Parsing with Distributed Contextual Representations. ACL (Findings) Zixuan Ling, Xiaoqing Zheng, Jianhan Xu, Jinshu Lin, Kai-Wei Chang, Cho-Jui Hsieh, Xuanjing Huang
2023	A*	`conf`	Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication. EMNLP Zhangyue Yin, Qiushi Sun, Cheng Chang, Qipeng Guo, Junqi Dai, Xuanjing Huang, Xipeng Qiu
2023	J	`jnl`	Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication. CoRR Zhangyue Yin, Qiushi Sun, Cheng Chang, Qipeng Guo, Junqi Dai, Xuanjing Huang, Xipeng Qiu
2023	A*	`conf`	From Hypergraph Energy Functions to Hypergraph Neural Networks. ICML Yuxin Wang, Quan Gan, Xipeng Qiu, Xuanjing Huang, David Wipf
2023	J	`jnl`	From Hypergraph Energy Functions to Hypergraph Neural Networks. CoRR Yuxin Wang, Quan Gan, Xipeng Qiu, Xuanjing Huang, David Wipf
2023	C	`conf`	Graph Structure Learning via Lottery Hypothesis at Scale. ACML Yuxin Wang, Xiannian Hu, Jiaqing Xie, Zhangyue Yin, Yunhua Zhou, Xipeng Qiu, Xuanjing Huang
2023	A*	`conf`	Hallucination Detection for Generative Large Language Models by Bayesian Sequential Estimation. EMNLP Xiaohua Wang, Yuliang Yan, Longtao Huang, Xiaoqing Zheng, Xuanjing Huang
2023	A*	`conf`	Hi-ArG: Exploring the Integration of Hierarchical Argumentation Graphs in Language Pretraining. EMNLP Jingcong Liang, Rong Ye, Meng Han, Qi Zhang, Ruofei Lai, Xinyu Zhang, Zhao Cao, Xuanjing Huang, Zhongyu Wei
2023	J	`jnl`	Hi-ArG: Exploring the Integration of Hierarchical Argumentation Graphs in Language Pretraining. CoRR Jingcong Liang, Rong Ye, Meng Han, Qi Zhang, Ruofei Lai, Xinyu Zhang, Zhao Cao, Xuanjing Huang, Zhongyu Wei
2023	J	`jnl`	How Robust is GPT-3.5 to Predecessors? A Comprehensive Study on Language Understanding Tasks. CoRR Xuanting Chen, Junjie Ye, Can Zu, Nuo Xu, Rui Zheng, Minlong Peng, Jie Zhou, Tao Gui, Qi Zhang, Xuanjing Huang
2023	J	`jnl`	Improving BERT Fine-Tuning via Self-Ensemble and Self-Distillation. J. Comput. Sci. Technol. Yige Xu, Xipeng Qiu, Ligao Zhou, Xuanjing Huang
2023	J	`jnl`	Improving Generalization of Alignment with Human Preferences through Group Invariant Learning. CoRR Rui Zheng, Wei Shen, Yuan Hua, Wenbin Lai, Shihan Dou, Yuhao Zhou, Zhiheng Xi, Xiao Wang, Haoran Huang, Tao Gui, Qi Zhang, Xuanjing Huang
2023	—	`conf`	Inductive Relation Inference of Knowledge Graph Enhanced by Ontology Information. EMNLP (Findings) Wentao Zhou, Jun Zhao, Tao Gui, Qi Zhang, Xuanjing Huang
2023	J	`jnl`	K-ESConv: Knowledge Injection for Emotional Support Dialogue Systems via Prompt Learning. CoRR Wei Chen, Gang Zhao, Xiaojin Zhang, Xiang Bai, Xuanjing Huang, Zhongyu Wei
2023	—	`conf`	KNSE: A Knowledge-aware Natural Language Inference Framework for Dialogue Symptom Status Recognition. ACL (Findings) Wei Chen, Shiqi Wei, Zhongyu Wei, Xuanjing Huang
2023	J	`jnl`	KNSE: A Knowledge-aware Natural Language Inference Framework for Dialogue Symptom Status Recognition. CoRR Wei Chen, Shiqi Wei, Zhongyu Wei, Xuanjing Huang
2023	J	`jnl`	LLMEval: A Preliminary Study on How to Evaluate Large Language Models. CoRR Yue Zhang, Ming Zhang, Haipeng Yuan, Shichun Liu, Yongyao Shi, Tao Gui, Qi Zhang, Xuanjing Huang
2023	J	`jnl`	LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment. CoRR Shihan Dou, Enyu Zhou, Yan Liu, Songyang Gao, Jun Zhao, Wei Shen, Yuhao Zhou, Zhiheng Xi, Xiao Wang, Xiaoran Fan, Shiliang Pu, Jiang Zhu, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang
2023	—	`conf`	Loose lips sink ships: Mitigating Length Bias in Reinforcement Learning from Human Feedback. EMNLP (Findings) Wei Shen, Rui Zheng, WenYu Zhan, Jun Zhao, Shihan Dou, Tao Gui, Qi Zhang, Xuanjing Huang
2023	J	`jnl`	Loose lips sink ships: Mitigating Length Bias in Reinforcement Learning from Human Feedback. CoRR Wei Shen, Rui Zheng, WenYu Zhan, Jun Zhao, Shihan Dou, Tao Gui, Qi Zhang, Xuanjing Huang
2023	J	`jnl`	Making Harmful Behaviors Unlearnable for Large Language Models. CoRR Xin Zhou, Yi Lu, Ruotian Ma, Tao Gui, Qi Zhang, Xuanjing Huang
2023	—	`conf`	Measure Children's Mindreading Ability with Machine Reading. EMNLP (Findings) Yuliang Yan, Xiaohua Wang, Xiang Zhou, Xiaoqing Zheng, Xuanjing Huang
2023	—	`conf`	Modeling the Q-Diversity in a Min-max Play Game for Robust Optimization. ACL (Findings) Ting Wu, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang
2023	J	`jnl`	Modeling the Q-Diversity in a Min-max Play Game for Robust Optimization. CoRR Ting Wu, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang
2023	J	`jnl`	Multi-modal multi-hop interaction network for dialogue response generation. Expert Syst. Appl. Jie Zhou, Junfeng Tian, Rui Wang, Yuanbin Wu, Ming Yan, Liang He, Xuanjing Huang
2023	—	`conf`	Multitask Pre-training of Modular Prompt for Chinese Few-Shot Learning. ACL (1) Tianxiang Sun, Zhengfu He, Qin Zhu, Xipeng Qiu, Xuanjing Huang
2023	—	`conf`	On the Universal Adversarial Perturbations for Efficient Data-free Adversarial Detection. ACL (Findings) Songyang Gao, Shihan Dou, Qi Zhang, Xuanjing Huang, Jin Ma, Ying Shan
2023	J	`jnl`	On the Universal Adversarial Perturbations for Efficient Data-free Adversarial Detection. CoRR Songyang Gao, Shihan Dou, Qi Zhang, Xuanjing Huang, Jin Ma, Ying Shan
2023	—	`conf`	One-Model-Connects-All: A Unified Graph Pre-Training Model for Online Community Modeling. EMNLP (Findings) Ruoxue Ma, Jiarong Xu, Xinnong Zhang, Haozhe Zhang, Zuyu Zhao, Qi Zhang, Xuanjing Huang, Zhongyu Wei
2023	—	`conf`	Open Set Relation Extraction via Unknown-Aware Training. ACL (1) Jun Zhao, Xin Zhao, WenYu Zhan, Qi Zhang, Tao Gui, Zhongyu Wei, Yun Wen Chen, Xiang Gao, Xuanjing Huang
2023	J	`jnl`	Open Set Relation Extraction via Unknown-Aware Training. CoRR Jun Zhao, Xin Zhao, WenYu Zhan, Qi Zhang, Tao Gui, Zhongyu Wei, Yunwen Chen, Xiang Gao, Xuanjing Huang
2023	—	`conf`	Orthogonal Subspace Learning for Language Model Continual Learning. EMNLP (Findings) Xiao Wang, Tianze Chen, Qiming Ge, Han Xia, Rong Bao, Rui Zheng, Qi Zhang, Tao Gui, Xuanjing Huang
2023	J	`jnl`	Orthogonal Subspace Learning for Language Model Continual Learning. CoRR Xiao Wang, Tianze Chen, Qiming Ge, Han Xia, Rong Bao, Rui Zheng, Qi Zhang, Tao Gui, Xuanjing Huang
2023	—	`conf`	Parameter Efficient Multi-task Fine-tuning by Learning to Transfer Token-wise Prompts. EMNLP (Findings) Muling Wu, Wenhao Liu, Jianhan Xu, Changze Lv, Zixuan Ling, Tianlong Li, Longtao Huang, Xiaoqing Zheng, Xuanjing Huang
2023	—	`conf`	Query Structure Modeling for Inductive Logical Reasoning Over Knowledge Graphs. ACL (1) Siyuan Wang, Zhongyu Wei, Meng Han, Zhihao Fan, Haijun Shan, Qi Zhang, Xuanjing Huang
2023	J	`jnl`	Query Structure Modeling for Inductive Logical Reasoning Over Knowledge Graphs. CoRR Siyuan Wang, Zhongyu Wei, Meng Han, Zhihao Fan, Haijun Shan, Qi Zhang, Xuanjing Huang
2023	J	`jnl`	ReForm-Eval: Evaluating Large Vision Language Models via Unified Re-Formulation of Task-Oriented Benchmarks. CoRR Zejun Li, Ye Wang, Mengfei Du, Qingwen Liu, Binhao Wu, Jiwen Zhang, Chengxing Zhou, Zhihao Fan, Jie Fu, Jingjing Chen, Xuanjing Huang, Zhongyu Wei
2023	—	`conf`	RealBehavior: A Framework for Faithfully Characterizing Foundation Models' Human-like Behavior Mechanisms. EMNLP (Findings) Enyu Zhou, Rui Zheng, Zhiheng Xi, Songyang Gao, Xiaoran Fan, Zichu Fei, Jingting Ye, Tao Gui, Qi Zhang, Xuanjing Huang
2023	J	`jnl`	RealBehavior: A Framework for Faithfully Characterizing Foundation Models' Human-like Behavior Mechanisms. CoRR Enyu Zhou, Rui Zheng, Zhiheng Xi, Songyang Gao, Xiaoran Fan, Zichu Fei, Jingting Ye, Tao Gui, Qi Zhang, Xuanjing Huang
2023	—	`conf`	Rethinking Label Smoothing on Multi-Hop Question Answering. CCL Zhangyue Yin, Yuxin Wang, Xiannian Hu, Yiguang Wu, Hang Yan, Xinyu Zhang, Zhao Cao, Xuanjing Huang, Xipeng Qiu
2023	—	`conf`	RethinkingTMSC: An Empirical Study for Target-Oriented Multimodal Sentiment Classification. EMNLP (Findings) Junjie Ye, Jie Zhou, Junfeng Tian, Rui Wang, Qi Zhang, Tao Gui, Xuanjing Huang
2023	J	`jnl`	RethinkingTMSC: An Empirical Study for Target-Oriented Multimodal Sentiment Classification. CoRR Junjie Ye, Jie Zhou, Junfeng Tian, Rui Wang, Qi Zhang, Tao Gui, Xuanjing Huang
2023	J	`jnl`	Secrets of RLHF in Large Language Models Part I: PPO. CoRR Rui Zheng, Shihan Dou, Songyang Gao, Yuan Hua, Wei Shen, Binghai Wang, Yan Liu, Senjie Jin, Qin Liu, Yuhao Zhou, Limao Xiong, Lu Chen, Zhiheng Xi, Nuo Xu, Wenbin Lai, Minghao Zhu, Cheng Chang, Zhangyue Yin, Rongxiang Weng, Wensen Cheng, Haoran Huang, Tianxiang Sun, Hang Yan, Tao Gui, Qi Zhang, Xipeng Qiu, Xuanjing Huang
2023	—	`conf`	Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement. EMNLP (Findings) Zhiheng Xi, Senjie Jin, Yuhao Zhou, Rui Zheng, Songyang Gao, Jia Liu, Tao Gui, Qi Zhang, Xuanjing Huang
2023	J	`jnl`	Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement. CoRR Zhiheng Xi, Senjie Jin, Yuhao Zhou, Rui Zheng, Songyang Gao, Tao Gui, Qi Zhang, Xuanjing Huang
2023	J	`jnl`	SpikeBERT: A Language Spikformer Trained with Two-Stage Knowledge Distillation from BERT. CoRR Changze Lv, Tianlong Li, Jianhan Xu, Chenxi Gu, Zixuan Ling, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang
2023	J	`jnl`	SpikeCLIP: A Contrastive Language-Image Pretrained Spiking Neural Network. CoRR Tianlong Li, Wenhao Liu, Changze Lv, Jianhan Xu, Cenyuan Zhang, Muling Wu, Xiaoqing Zheng, Xuanjing Huang
2023	J	`jnl`	TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models. CoRR Xiao Wang, Yuansen Zhang, Tianze Chen, Songyang Gao, Senjie Jin, Xianjun Yang, Zhiheng Xi, Rui Zheng, Yicheng Zou, Tao Gui, Qi Zhang, Xuanjing Huang
2023	—	`conf`	TableVLM: Multi-modal Pre-training for Table Structure Recognition. ACL (1) Leiyuan Chen, Chengsong Huang, Xiaoqing Zheng, Jinshu Lin, Xuanjing Huang
2023	J	`jnl`	Tailoring Personality Traits in Large Language Models via Unsupervisedly-Built Personalized Lexicons. CoRR Tianlong Li, Xiaoqing Zheng, Xuanjing Huang
2023	—	`conf`	TextMixer: Mixing Multiple Inputs for Privacy-Preserving Inference. EMNLP (Findings) Xin Zhou, Yi Lu, Ruotian Ma, Tao Gui, Qi Zhang, Xuanjing Huang
2023	—	`conf`	TextObfuscator: Making Pre-trained Language Model a Privacy Protector via Obfuscating Word Representations. ACL (Findings) Xin Zhou, Yi Lu, Ruotian Ma, Tao Gui, Yuran Wang, Yong Ding, Yibo Zhang, Qi Zhang, Xuanjing Huang
2023	J	`jnl`	The Rise and Potential of Large Language Model Based Agents: A Survey. CoRR Zhiheng Xi, Wenxiang Chen, Xin Guo, Wei He, Yiwen Ding, Boyang Hong, Ming Zhang, Junzhe Wang, Senjie Jin, Enyu Zhou, Rui Zheng, Xiaoran Fan, Xiao Wang, Limao Xiong, Yuhao Zhou, Weiran Wang, Changhao Jiang, Yicheng Zou, Xiangyang Liu, Zhangyue Yin, Shihan Dou, Rongxiang Weng, Wensen Cheng, Qi Zhang, Wenjuan Qin, Yongyan Zheng, Xipeng Qiu, Xuanjing Huang, Tao Gui
2023	A*	`conf`	Towards Building More Robust NER datasets: An Empirical Study on NER Dataset Bias from a Dataset Difficulty View. EMNLP Ruotian Ma, Xiaolei Wang, Xin Zhou, Qi Zhang, Xuanjing Huang
2023	J	`jnl`	Towards Understanding the Capability of Large Language Models on Code Clone Detection: A Survey. CoRR Shihan Dou, Junjie Shan, Haoxiang Jia, Wenhao Deng, Zhiheng Xi, Wei He, Yueming Wu, Tao Gui, Yang Liu, Xuanjing Huang
2023	—	`conf`	UPPAM: A Unified Pre-training Architecture for Political Actor Modeling based on Language. ACL (1) Xinyi Mou, Zhongyu Wei, Qi Zhang, Xuanjing Huang
2023	—	`conf`	UTC-IE: A Unified Token-pair Classification Architecture for Information Extraction. ACL (1) Hang Yan, Yu Sun, Xiaonan Li, Yunhua Zhou, Xuanjing Huang, Xipeng Qiu
2023	—	`conf`	Unifying Cross-Lingual and Cross-Modal Modeling Towards Weakly Supervised Multilingual Vision-Language Pre-training. ACL (1) Zejun Li, Zhihao Fan, Jingjing Chen, Qi Zhang, Xuanjing Huang, Zhongyu Wei
2023	—	`conf`	Unleashing the Power of Language Models in Text-Attributed Graph. EMNLP (Findings) Haoyu Kuang, Jiarong Xu, Haozhe Zhang, Zuyu Zhao, Qi Zhang, Xuanjing Huang, Zhongyu Wei
2023	J	`jnl`	Unveiling A Core Linguistic Region in Large Language Models. CoRR Jun Zhao, Zhihao Zhang, Yide Ma, Qi Zhang, Tao Gui, Luhui Gao, Xuanjing Huang
2023	—	`conf`	Watermarking PLMs on Classification Tasks by Combining Contrastive Learning with Weight Perturbation. EMNLP (Findings) Chenxi Gu, Xiaoqing Zheng, Jianhan Xu, Muling Wu, Cenyuan Zhang, Chengsong Huang, Hua Cai, Xuanjing Huang
2022	J	`jnl`	A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and Datasets. CoRR Wei Chen, Zhiwei Li, Hongyi Fang, Qianyuan Yao, Cheng Zhong, Jianye Hao, Qi Zhang, Xuanjing Huang, Jiajie Peng, Zhongyu Wei
2022	B	`conf`	A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck. COLING Jie Zhou, Qi Zhang, Qin Chen, Liang He, Xuanjing Huang
2022	J	`jnl`	A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck. CoRR Jie Zhou, Qi Zhang, Qin Chen, Liang He, Xuanjing Huang
2022	B	`conf`	A Progressive Framework for Role-Aware Rumor Resolution. COLING Lei Chen, Guanying Li, Zhongyu Wei, Yang Yang, Baohua Zhou, Qi Zhang, Xuanjing Huang
2022	—	`conf`	A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation. ACL (Findings) Tianxiang Sun, Xiangyang Liu, Wei Zhu, Zhichao Geng, Lingling Wu, Yilong He, Yuan Ni, Guotong Xie, Xuanjing Huang, Xipeng Qiu
2022	J	`jnl`	A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation. CoRR Tianxiang Sun, Xiangyang Liu, Wei Zhu, Zhichao Geng, Lingling Wu, Yilong He, Yuan Ni, Guotong Xie, Xuanjing Huang, Xipeng Qiu
2022	B	`conf`	A Structure-Aware Argument Encoder for Literature Discourse Analysis. COLING Yinzi Li, Wei Chen, Zhongyu Wei, Yujun Huang, Chujun Wang, Siyuan Wang, Qi Zhang, Xuanjing Huang, Libo Wu
2022	J	`jnl`	A Unified Continuous Learning Framework for Multi-modal Knowledge Discovery and Pre-training. CoRR Zhihao Fan, Zhongyu Wei, Jingjing Chen, Siyuan Wang, Zejun Li, Jiarong Xu, Xuanjing Huang
2022	J	`jnl`	Aspect-based sentiment analysis with enhanced aspect-sensitive word embeddings. Knowl. Inf. Syst. Yusi Qi, Xiaoqing Zheng, Xuanjing Huang
2022	J	`jnl`	Automatic Math Word Problem Generation With Topic-Expression Co-Attention Mechanism and Reinforcement Learning. IEEE ACM Trans. Audio Speech Lang. Process. Qinzhuo Wu, Qi Zhang, Xuanjing Huang
2022	—	`conf`	BART-Reader: Predicting Relations Between Entities via Reading Their Document-Level Context Information. NLPCC (1) Hang Yan, Yu Sun, Junqi Dai, Xiangkun Hu, Qipeng Guo, Xipeng Qiu, Xuanjing Huang
2022	J	`jnl`	BBTv2: Pure Black-Box Optimization Can Be Comparable to Gradient Descent for Few-Shot Learning. CoRR Tianxiang Sun, Zhengfu He, Hong Qian, Xuanjing Huang, Xipeng Qiu
2022	A*	`conf`	BBTv2: Towards a Gradient-Free Future with Large Language Models. EMNLP Tianxiang Sun, Zhengfu He, Hong Qian, Yunhua Zhou, Xuanjing Huang, Xipeng Qiu
2022	A*	`conf`	BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation. EMNLP Tianxiang Sun, Junliang He, Xipeng Qiu, Xuanjing Huang
2022	J	`jnl`	BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation. CoRR Tianxiang Sun, Junliang He, Xipeng Qiu, Xuanjing Huang
2022	A*	`conf`	Black-Box Tuning for Language-Model-as-a-Service. ICML Tianxiang Sun, Yunfan Shao, Hong Qian, Xuanjing Huang, Xipeng Qiu
2022	J	`jnl`	Black-Box Tuning for Language-Model-as-a-Service. CoRR Tianxiang Sun, Yunfan Shao, Hong Qian, Xuanjing Huang, Xipeng Qiu
2022	J	`jnl`	COLO: A Contrastive Learning based Re-ranking Framework for One-Stage Summarization. CoRR Chenxin An, Ming Zhong, Zhiyong Wu, Qin Zhu, Xuanjing Huang, Xipeng Qiu
2022	—	`conf`	CQG: A Simple and Effective Controlled Generation Framework for Multi-hop Question Generation. ACL (1) Zichu Fei, Qi Zhang, Tao Gui, Di Liang, Sirui Wang, Wei Wu, Xuanjing Huang
2022	B	`conf`	Causal Intervention Improves Implicit Sentiment Analysis. COLING Siyin Wang, Jie Zhou, Changzhi Sun, Junjie Ye, Tao Gui, Qi Zhang, Xuanjing Huang
2022	J	`jnl`	Causal Intervention Improves Implicit Sentiment Analysis. CoRR Siyin Wang, Jie Zhou, Changzhi Sun, Junjie Ye, Tao Gui, Qi Zhang, Xuanjing Huang
2022	B	`conf`	CoLo: A Contrastive Learning Based Re-ranking Framework for One-Stage Summarization. COLING Chenxin An, Ming Zhong, Zhiyong Wu, Qin Zhu, Xuanjing Huang, Xipeng Qiu
2022	A*	`conf`	CoNT: Contrastive Neural Text Generation. NeurIPS Chenxin An, Jiangtao Feng, Kai Lv, Lingpeng Kong, Xipeng Qiu, Xuanjing Huang
2022	J	`jnl`	CoNT: Contrastive Neural Text Generation. CoRR Chenxin An, Jiangtao Feng, Kai Lv, Lingpeng Kong, Xipeng Qiu, Xuanjing Huang
2022	B	`conf`	Constructing Phrase-level Semantic Labels to Form Multi-Grained Supervision for Image-Text Retrieval. ICMR Zhihao Fan, Zhongyu Wei, Zejun Li, Siyuan Wang, Haijun Shan, Xuanjing Huang, Jianqing Fan
2022	A*	`conf`	Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer? EMNLP Ningyu Xu, Tao Gui, Ruotian Ma, Qi Zhang, Jingting Ye, Menghan Zhang, Xuanjing Huang
2022	J	`jnl`	Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer? CoRR Ningyu Xu, Tao Gui, Ruotian Ma, Qi Zhang, Jingting Ye, Menghan Zhang, Xuanjing Huang
2022	B	`conf`	Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective. COLING Shihan Dou, Rui Zheng, Ting Wu, Songyang Gao, Junjie Shan, Qi Zhang, Yueming Wu, Xuanjing Huang
2022	J	`jnl`	Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective. CoRR Shihan Dou, Rui Zheng, Ting Wu, Songyang Gao, Qi Zhang, Yueming Wu, Xuanjing Huang
2022	J	`jnl`	DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models. CoRR Zhengfu He, Tianxiang Sun, Kuanning Wang, Xuanjing Huang, Xipeng Qiu
2022	A*	`conf`	Efficient Adversarial Training with Robust Early-Bird Tickets. EMNLP Zhiheng Xi, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang
2022	J	`jnl`	Efficient Adversarial Training with Robust Early-Bird Tickets. CoRR Zhiheng Xi, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang
2022	—	`conf`	Flooding-X: Improving BERT's Resistance to Adversarial Attacks via Loss-Restricted Fine-Tuning. ACL (1) Qin Liu, Rui Zheng, Bao Rong, Jingyi Liu, Zhihua Liu, Zhanzhan Cheng, Liang Qiao, Tao Gui, Qi Zhang, Xuanjing Huang
2022	J	`jnl`	Hierarchical reinforcement learning for automatic disease diagnosis. Bioinform. Cheng Zhong, Kangenbei Liao, Wei Chen, Qianlong Liu, Baolin Peng, Xuanjing Huang, Jiajie Peng, Zhongyu Wei
2022	B	`conf`	Improving Abstractive Dialogue Summarization with Speaker-Aware Supervised Contrastive Learning. COLING Zhichao Geng, Ming Zhong, Zhangyue Yin, Xipeng Qiu, Xuanjing Huang
2022	A*	`conf`	Kernel-Whitening: Overcome Dataset Bias with Isotropic Sentence Embedding. EMNLP Songyang Gao, Shihan Dou, Qi Zhang, Xuanjing Huang
2022	J	`jnl`	Kernel-Whitening: Overcome Dataset Bias with Isotropic Sentence Embedding. CoRR Songyang Gao, Shihan Dou, Qi Zhang, Xuanjing Huang
2022	B	`conf`	LFKQG: A Controlled Generation Framework with Local Fine-tuning for Question Generation over Knowledge Bases. COLING Zichu Fei, Xin Zhou, Tao Gui, Qi Zhang, Xuanjing Huang
2022	—	`conf`	Late Prompt Tuning: A Late Prompt Could Be Better Than Many Prompts. EMNLP (Findings) Xiangyang Liu, Tianxiang Sun, Xuanjing Huang, Xipeng Qiu
2022	J	`jnl`	Late Prompt Tuning: A Late Prompt Could Be Better Than Many Prompts. CoRR Xiangyang Liu, Tianxiang Sun, Xuanjing Huang, Xipeng Qiu
2022	J	`jnl`	Learning "O" Helps for Learning More: Handling the Concealed Entity Problem for Class-incremental NER. CoRR Ruotian Ma, Xuanting Chen, Lin Zhang, Tao Gui, Qi Zhang, Xuanjing Huang
2022	B	`conf`	Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question Answering. COLING Siyuan Wang, Zhongyu Wei, Zhihao Fan, Qi Zhang, Xuanjing Huang
2022	J	`jnl`	Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question Answering. CoRR Siyuan Wang, Zhongyu Wei, Zhihao Fan, Qi Zhang, Xuanjing Huang
2022	—	`conf`	MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective. ACL (1) Xiao Wang, Shihan Dou, Limao Xiong, Yicheng Zou, Qi Zhang, Tao Gui, Liang Qiao, Zhanzhan Cheng, Xuanjing Huang
2022	J	`jnl`	MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective. CoRR Xiao Wang, Shihan Dou, Limao Xiong, Yicheng Zou, Qi Zhang, Tao Gui, Liang Qiao, Zhanzhan Cheng, Xuanjing Huang
2022	A*	`conf`	MVPTR: Multi-Level Semantic Alignment for Vision-Language Pre-Training via Multi-Stage Learning. ACM Multimedia Zejun Li, Zhihao Fan, Huaixiao Tou, Jingjing Chen, Zhongyu Wei, Xuanjing Huang
2022	B	`conf`	Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks. COLING Xin Zhou, Ruotian Ma, Yicheng Zou, Xuanting Chen, Tao Gui, Qi Zhang, Xuanjing Huang, Rui Xie, Wei Wu
2022	J	`jnl`	Multi-Task Pre-Training of Modular Prompt for Few-Shot Learning. CoRR Tianxiang Sun, Zhengfu He, Qin Zhu, Xipeng Qiu, Xuanjing Huang
2022	—	`conf`	Negative Sample is Negative in Its Own Way: Tailoring Negative Sentences for Image-Text Retrieval. NAACL-HLT (Findings) Zhihao Fan, Zhongyu Wei, Zejun Li, Siyuan Wang, Xuanjing Huang, Jianqing Fan
2022	J	`jnl`	Paradigm Shift in Natural Language Processing. Int. J. Autom. Comput. Tianxiang Sun, Xiangyang Liu, Xipeng Qiu, Xuanjing Huang
2022	B	`conf`	PlugAT: A Plug and Play Module to Defend against Textual Adversarial Attack. COLING Rui Zheng, Rong Bao, Qin Liu, Tao Gui, Qi Zhang, Xuanjing Huang, Rui Xie, Wei Wu
2022	A*	`conf`	ProofInfer: Generating Proof via Iterative Hierarchical Inference. EMNLP Zichu Fei, Qi Zhang, Xin Zhou, Tao Gui, Xuanjing Huang
2022	A*	`conf`	Regularized Molecular Conformation Fields. NeurIPS Lihao Wang, Yi Zhou, Yiqun Wang, Xiaoqing Zheng, Xuanjing Huang, Hao Zhou
2022	J	`jnl`	Rethinking Label Smoothing on Multi-hop Question Answering. CoRR Zhangyue Yin, Yuxin Wang, Yiguang Wu, Hang Yan, Xiannian Hu, Xinyu Zhang, Zhao Cao, Xuanjing Huang, Xipeng Qiu
2022	—	`conf`	Robust Lottery Tickets for Pre-trained Language Models. ACL (1) Rui Zheng, Bao Rong, Yuhao Zhou, Di Liang, Sirui Wang, Wei Wu, Tao Gui, Qi Zhang, Xuanjing Huang
2022	J	`jnl`	Robust Lottery Tickets for Pre-trained Language Models. CoRR Rui Zheng, Rong Bao, Yuhao Zhou, Di Liang, Sirui Wang, Wei Wu, Tao Gui, Qi Zhang, Xuanjing Huang
2022	J	`jnl`	Sentiment-aware multimodal pre-training for multimodal sentiment analysis. Knowl. Based Syst. Junjie Ye, Jie Zhou, Junfeng Tian, Rui Wang, Jingyi Zhou, Tao Gui, Qi Zhang, Xuanjing Huang
2022	—	`conf`	Template-free Prompt Tuning for Few-shot NER. NAACL-HLT Ruotian Ma, Xin Zhou, Tao Gui, Yiding Tan, Linyang Li, Qi Zhang, Xuanjing Huang
2022	A*	`conf`	TextFusion: Privacy-Preserving Pre-trained Model Inference via Token Fusion. EMNLP Xin Zhou, Jinzhu Lu, Tao Gui, Ruotian Ma, Zichu Fei, Yuran Wang, Yong Ding, Yibo Cheung, Qi Zhang, Xuanjing Huang
2022	—	`conf`	Towards Adversarially Robust Text Classifiers by Learning to Reweight Clean Examples. ACL (Findings) Jianhan Xu, Cenyuan Zhang, Xiaoqing Zheng, Linyang Li, Cho-Jui Hsieh, Kai-Wei Chang, Xuanjing Huang
2022	—	`conf`	Towards Efficient NLP: A Standard Evaluation and A Strong Baseline. NAACL-HLT Xiangyang Liu, Tianxiang Sun, Junliang He, Jiawen Wu, Lingling Wu, Xinyu Zhang, Hao Jiang, Zhao Cao, Xuanjing Huang, Xipeng Qiu
2022	—	`conf`	Weight Perturbation as Defense against Adversarial Word Substitutions. EMNLP (Findings) Jianhan Xu, Linyang Li, Jiping Zhang, Xiaoqing Zheng, Kai-Wei Chang, Cho-Jui Hsieh, Xuanjing Huang
2022	A*	`conf`	What Dense Graph Do You Need for Self-Attention? ICML Yuxin Wang, Chu-Tak Lee, Qipeng Guo, Zhangyue Yin, Yunhua Zhou, Xuanjing Huang, Xipeng Qiu
2022	J	`jnl`	What Dense Graph Do You Need for Self-Attention? CoRR Yuxing Wang, Chu-Tak Lee, Qipeng Guo, Zhangyue Yin, Yunhua Zhou, Xuanjing Huang, Xipeng Qiu
2021	—	`conf`	Accelerating BERT Inference for Sequence Labeling via Early-Exit. ACL/IJCNLP (1) Xiaonan Li, Yunfan Shao, Tianxiang Sun, Hang Yan, Xipeng Qiu, Xuanjing Huang
2021	J	`jnl`	Accelerating BERT Inference for Sequence Labeling via Early-Exit. CoRR Xiaonan Li, Yunfan Shao, Tianxiang Sun, Hang Yan, Xipeng Qiu, Xuanjing Huang
2021	—	`conf`	Align Voting Behavior with Public Statements for Legislator Representation Learning. ACL/IJCNLP (1) Xinyi Mou, Zhongyu Wei, Lei Chen, Shangyi Ning, Yancheng He, Changjian Jiang, Xuanjing Huang
2021	J	`jnl`	Alleviate Exposure Bias in Sequence Prediction \\ with Recurrent Neural Networks. CoRR Liping Yuan, Jiangtao Feng, Xiaoqing Zheng, Xuanjing Huang
2021	J	`jnl`	An Unsupervised Sampling Approach for Image-Sentence Matching Using Document-Level Structural Information. CoRR Zejun Li, Zhongyu Wei, Zhihao Fan, Haijun Shan, Xuanjing Huang
2021	A*	`conf`	An Unsupervised Sampling Approach for Image-Sentence Matching Using Document-level Structural Information. AAAI Zejun Li, Zhongyu Wei, Zhihao Fan, Haijun Shan, Xuanjing Huang
2021	—	`conf`	Attending via both Fine-tuning and Compressing. ACL/IJCNLP (Findings) Jie Zhou, Yuanbin Wu, Qin Chen, Xuanjing Huang, Liang He
2021	J	`jnl`	Certified Robustness to Text Adversarial Attacks by Randomized [MASK]. CoRR Jiehang Zeng, Xiaoqing Zheng, Jianhan Xu, Linyang Li, Liping Yuan, Xuanjing Huang
2021	J	`jnl`	Co-Attention Memory Network for Multimodal Microblog's Hashtag Recommendation. IEEE Trans. Knowl. Data Eng. Renfeng Ma, Xipeng Qiu, Qi Zhang, Xiangkun Hu, Yu-Gang Jiang, Xuanjing Huang
2021	J	`jnl`	Constructing Phrase-level Semantic Labels to Form Multi-Grained Supervision for Image-Text Retrieval. CoRR Zhihao Fan, Zhongyu Wei, Zejun Li, Siyuan Wang, Haijun Shan, Xuanjing Huang, Jianqing Fan
2021	—	`conf`	Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble. ACL/IJCNLP (1) Yi Zhou, Xiaoqing Zheng, Cho-Jui Hsieh, Kai-Wei Chang, Xuanjing Huang
2021	—	`conf`	Discrete Argument Representation Learning for Interactive Argument Pair Identification. NAACL-HLT Lu Ji, Zhongyu Wei, Jing Li, Qi Zhang, Xuanjing Huang
2021	J	`jnl`	Early Exiting with Ensemble Internal Classifiers. CoRR Tianxiang Sun, Yunhua Zhou, Xiangyang Liu, Xinyu Zhang, Hao Jiang, Zhao Cao, Xuanjing Huang, Xipeng Qiu
2021	A*	`conf`	Enhancing Scientific Papers Summarization with Citation Graph. AAAI Chenxin An, Ming Zhong, Yiran Chen, Danqing Wang, Xipeng Qiu, Xuanjing Huang
2021	J	`jnl`	Enhancing Scientific Papers Summarization with Citation Graph. CoRR Chenxin An, Ming Zhong, Yiran Chen, Danqing Wang, Xipeng Qiu, Xuanjing Huang
2021	—	`conf`	Exploration and Exploitation: Two Ways to Improve Chinese Spelling Correction Models. ACL/IJCNLP (2) Chong Li, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang
2021	J	`jnl`	Exploration and Exploitation: Two Ways to Improve Chinese Spelling Correction Models. CoRR Chong Li, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang
2021	—	`ed.`	Findings of the Association for Computational Linguistics: EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November, 2021 EMNLP (Findings) Marie-Francine Moens, Xuanjing Huang, Lucia Specia, Scott Wen-tau Yih
2021	A	`conf`	Fine-Grained Element Identification in Complaint Text of Internet Fraud. CIKM Tong Liu, Siyuan Wang, Jingchao Fu, Lei Chen, Zhongyu Wei, Yaqi Liu, Heng Ye, Liaosa Xu, Weiqiang Wang, Xuanjing Huang
2021	J	`jnl`	Fine-Grained Element Identification in Complaint Text of Internet Fraud. CoRR Tong Liu, Siyuan Wang, Jingchao Fu, Lei Chen, Zhongyu Wei, Yaqi Liu, Heng Ye, Liaosa Xu, Weiqiang Wang, Xuanjing Huang
2021	J	`jnl`	Generating Responses With a Given Syntactic Pattern in Chinese Dialogues. IEEE ACM Trans. Audio Speech Lang. Process. Yi Zhou, Xiaoqing Zheng, Xuanjing Huang
2021	J	`jnl`	Information retrieval: a view from the Chinese IR community. Frontiers Comput. Sci. Zhumin Chen, Xueqi Cheng, Shoubin Dong, Zhicheng Dou, Jiafeng Guo, Xuanjing Huang, Yanyan Lan, Chenliang Li, Ru Li, Tie-Yan Liu, Yiqun Liu, Jun Ma, Bing Qin, Mingwen Wang, Ji-Rong Wen, Jun Xu, Min Zhang, Peng Zhang, Qi Zhang
2021	J	`jnl`	Jointly learning bilingual word embeddings and alignments. Mach. Transl. Zhenqiao Song, Xiaoqing Zheng, Xuanjing Huang
2021	—	`conf`	K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters. ACL/IJCNLP (Findings) Ruize Wang, Duyu Tang, Nan Duan, Zhongyu Wei, Xuanjing Huang, Jianshu Ji, Guihong Cao, Daxin Jiang, Ming Zhou
2021	J	`jnl`	KNN-BERT: Fine-Tuning Pre-Trained Models with KNN Classifier. CoRR Linyang Li, Demin Song, Ruotian Ma, Xipeng Qiu, Xuanjing Huang
2021	—	`conf`	Larger-Context Tagging: When and Why Does It Work? NAACL-HLT Jinlan Fu, Liangjing Feng, Qi Zhang, Xuanjing Huang, Pengfei Liu
2021	J	`jnl`	Larger-Context Tagging: When and Why Does It Work? CoRR Jinlan Fu, Liangjing Feng, Qi Zhang, Xuanjing Huang, Pengfei Liu
2021	J	`jnl`	Learning to Teach with Student Feedback. CoRR Yitao Liu, Tianxiang Sun, Xipeng Qiu, Xuanjing Huang
2021	—	`conf`	Mask Attention Networks: Rethinking and Strengthen Transformer. NAACL-HLT Zhihao Fan, Yeyun Gong, Dayiheng Liu, Zhongyu Wei, Siyuan Wang, Jian Jiao, Nan Duan, Ruofei Zhang, Xuanjing Huang
2021	J	`jnl`	Mask Attention Networks: Rethinking and Strengthen Transformer. CoRR Zhihao Fan, Yeyun Gong, Dayiheng Liu, Zhongyu Wei, Siyuan Wang, Jian Jiao, Nan Duan, Ruofei Zhang, Xuanjing Huang
2021	—	`conf`	Math Word Problem Solving with Explicit Numerical Values. ACL/IJCNLP (1) Qinzhuo Wu, Qi Zhang, Zhongyu Wei, Xuanjing Huang
2021	—	`conf`	Overview of Argumentative Text Understanding for AI Debater Challenge. NLPCC (2) Jian Yuan, Liying Cheng, Ruidan He, Yinzi Li, Lidong Bing, Zhongyu Wei, Qin Liu, Chenhui Shen, Shuonan Zhang, Changlong Sun, Luo Si, Changjian Jiang, Xuanjing Huang
2021	J	`jnl`	Overview of SMP-CAIL2020-Argmine: The Interactive Argument-Pair Extraction in Judgement Document Challenge. Data Intell. Jian Yuan, Zhongyu Wei, Yixu Gao, Wei Chen, Yun Song, Donghua Zhao, Jinglei Ma, Zhen Hu, Shaokun Zou, Donghai Li, Xuanjing Huang
2021	J	`jnl`	Paradigm Shift in Natural Language Processing. CoRR Tianxiang Sun, Xiangyang Liu, Xipeng Qiu, Xuanjing Huang
2021	J	`jnl`	Plug-Tagger: A Pluggable Sequence Labeling Framework Using Language Models. CoRR Xin Zhou, Ruotian Ma, Tao Gui, Yiding Tan, Qi Zhang, Xuanjing Huang
2021	—	`ed.`	Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021 EMNLP (1) Marie-Francine Moens, Xuanjing Huang, Lucia Specia, Scott Wen-tau Yih
2021	—	`conf`	SENT: Sentence-level Distant Relation Extraction via Negative Training. ACL/IJCNLP (1) Ruotian Ma, Tao Gui, Linyang Li, Qi Zhang, Xuanjing Huang, Yaqian Zhou
2021	J	`jnl`	SENT: Sentence-level Distant Relation Extraction via Negative Training. CoRR Ruotian Ma, Tao Gui, Linyang Li, Qi Zhang, Yaqian Zhou, Xuanjing Huang
2021	—	`conf`	Searching Effective Transformer for Seq2Seq Keyphrase Generation. NLPCC (2) Yige Xu, Yichao Luo, Yicheng Zhou, Zhengyan Li, Qi Zhang, Xipeng Qiu, Xuanjing Huang
2021	—	`conf`	SpanNER: Named Entity Re-/Recognition as Span Prediction. ACL/IJCNLP (1) Jinlan Fu, Xuanjing Huang, Pengfei Liu
2021	J	`jnl`	SpanNER: Named Entity Re-/Recognition as Span Prediction. CoRR Jinlan Fu, Xuanjing Huang, Pengfei Liu
2021	A*	`conf`	TCIC: Theme Concepts Learning Cross Language and Vision for Image Captioning. IJCAI Zhihao Fan, Zhongyu Wei, Siyuan Wang, Ruize Wang, Zejun Li, Haijun Shan, Xuanjing Huang
2021	J	`jnl`	TCIC: Theme Concepts Learning Cross Language and Vision for Image Captioning. CoRR Zhihao Fan, Zhongyu Wei, Siyuan Wang, Ruize Wang, Zejun Li, Haijun Shan, Xuanjing Huang
2021	J	`jnl`	Template-free Prompt Tuning for Few-shot NER. CoRR Ruotian Ma, Xin Zhou, Tao Gui, Yiding Tan, Qi Zhang, Xuanjing Huang
2021	J	`jnl`	Text information aggregation with centrality attention. Sci. China Inf. Sci. Jingjing Gong, Hang Yan, Yining Zheng, Qipeng Guo, Xipeng Qiu, Xuanjing Huang
2021	—	`conf`	TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing. ACL (demo) Xiao Wang, Qin Liu, Tao Gui, Qi Zhang, Yicheng Zou, Xin Zhou, Jiacheng Ye, Yongxin Zhang, Rui Zheng, Zexiong Pang, Qinzhuo Wu, Zhengyan Li, Chong Zhang, Ruotian Ma, Zichu Fei, Ruijian Cai, Jun Zhao, Xingwu Hu, Zhiheng Yan, Yiding Tan, Yuan Hu, Qiyuan Bian, Zhihua Liu, Shan Qin, Bolin Zhu, Xiaoyu Xing, Jinlan Fu, Yue Zhang, Minlong Peng, Xiaoqing Zheng, Yaqian Zhou, Zhongyu Wei, Xipeng Qiu, Xuanjing Huang
2021	J	`jnl`	TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing. CoRR Tao Gui, Xiao Wang, Qi Zhang, Qin Liu, Yicheng Zou, Xin Zhou, Rui Zheng, Chong Zhang, Qinzhuo Wu, Jiacheng Ye, Zexiong Pang, Yongxin Zhang, Zhengyan Li, Ruotian Ma, Zichu Fei, Ruijian Cai, Jun Zhao, Xingwu Hu, Zhiheng Yan, Yiding Tan, Yuan Hu, Qiyuan Bian, Zhihua Liu, Bolin Zhu, Shan Qin, Xiaoyu Xing, Jinlan Fu, Yue Zhang, Minlong Peng, Xiaoqing Zheng, Yaqian Zhou, Zhongyu Wei, Xipeng Qiu, Xuanjing Huang
2021	A*	`conf`	Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling. AAAI Yicheng Zou, Lujun Zhao, Yangyang Kang, Jun Lin, Minlong Peng, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu
2021	J	`jnl`	Towards Efficient NLP: A Standard Evaluation and A Strong Baseline. CoRR Xiangyang Liu, Tianxiang Sun, Junliang He, Lingling Wu, Xinyu Zhang, Hao Jiang, Zhao Cao, Xuanjing Huang, Xipeng Qiu
2021	A*	`conf`	Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders. AAAI Yicheng Zou, Jun Lin, Lujun Zhao, Yangyang Kang, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu
2021	J	`jnl`	Who Responded to Whom: The Joint Effects of Latent Topics and Discourse in Conversation Structure. CoRR Lu Ji, Jing Li, Zhongyu Wei, Qi Zhang, Xuanjing Huang
2021	—	`conf`	fastHan: A BERT-based Multi-Task Toolkit for Chinese NLP. ACL (demo) Zhichao Geng, Hang Yan, Xipeng Qiu, Xuanjing Huang
2020	—	`conf`	A Concise Model for Multi-Criteria Chinese Word Segmentation with Transformer Encoder. EMNLP (Findings) Xipeng Qiu, Hengzhi Pei, Hang Yan, Xuanjing Huang
2020	J	`jnl`	A Graph-based Model for Joint Chinese Word Segmentation and Dependency Parsing. Trans. Assoc. Comput. Linguistics Hang Yan, Xipeng Qiu, Xuanjing Huang
2020	—	`conf`	A Knowledge-Aware Sequence-to-Tree Network for Math Word Problem Solving. EMNLP (1) Qinzhuo Wu, Qi Zhang, Jinlan Fu, Xuanjing Huang
2020	—	`conf`	An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems. EMNLP (Findings) Yiran Chen, Pengfei Liu, Ming Zhong, Zi-Yi Dou, Danqing Wang, Xipeng Qiu, Xuanjing Huang
2020	B	`conf`	An Enhanced Knowledge Injection Model for Commonsense Generation. COLING Zhihao Fan, Yeyun Gong, Zhongyu Wei, Siyuan Wang, Yameng Huang, Jian Jiao, Xuanjing Huang, Nan Duan, Ruofei Zhang
2020	J	`jnl`	An Enhanced Knowledge Injection Model for Commonsense Generation. CoRR Zhihao Fan, Yeyun Gong, Zhongyu Wei, Siyuan Wang, Yameng Huang, Jian Jiao, Xuanjing Huang, Nan Duan, Ruofei Zhang
2020	—	`conf`	Automatic Term Name Generation for Gene Ontology: Task and Dataset. EMNLP (Findings) Yanjian Zhang, Qin Chen, Yiteng Zhang, Zhongyu Wei, Yixu Gao, Jiajie Peng, Zengfeng Huang, Weijian Sun, Xuanjing Huang
2020	J	`jnl`	CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems. CoRR Yiran Chen, Pengfei Liu, Ming Zhong, Zi-Yi Dou, Danqing Wang, Xipeng Qiu, Xuanjing Huang
2020	J	`jnl`	Chinese Word Segmentation via BiLSTM+Semi-CRF with Relay Node. J. Comput. Sci. Technol. Nuo Qun, Hang Yan, Xipeng Qiu, Xuanjing Huang
2020	B	`conf`	CoLAKE: Contextualized Language and Knowledge Embedding. COLING Tianxiang Sun, Yunfan Shao, Xipeng Qiu, Qipeng Guo, Yaru Hu, Xuanjing Huang, Zheng Zhang
2020	J	`jnl`	CoLAKE: Contextualized Language and Knowledge Embedding. CoRR Tianxiang Sun, Yunfan Shao, Xipeng Qiu, Qipeng Guo, Yaru Hu, Xuanjing Huang, Zheng Zhang
2020	A*	`conf`	Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification with AAAI Tao Gui, Lizhi Qing, Qi Zhang, Jiacheng Ye, Hang Yan, Zichu Fei, Xuanjing Huang
2020	—	`conf`	Cross-Lingual Dependency Parsing by POS-Guided Word Reordering. EMNLP (Findings) Lu Liu, Yi Zhou, Jianhan Xu, Xiaoqing Zheng, Kai-Wei Chang, Xuanjing Huang
2020	J	`jnl`	Defense against Adversarial Attacks in NLP via Dirichlet Neighborhood Ensemble. CoRR Yi Zhou, Xiaoqing Zheng, Cho-Jui Hsieh, Kai-Wei Chang, Xuanjing Huang
2020	A*	`conf`	Evaluating and Enhancing the Robustness of Neural Network-based Dependency Parsing Models with Adversarial Examples. ACL Xiaoqing Zheng, Jiehang Zeng, Yi Zhou, Cho-Jui Hsieh, Minhao Cheng, Xuanjing Huang
2020	A*	`conf`	Extractive Summarization as Text Matching. ACL Ming Zhong, Pengfei Liu, Yiran Chen, Danqing Wang, Xipeng Qiu, Xuanjing Huang
2020	J	`jnl`	Extractive Summarization as Text Matching. CoRR Ming Zhong, Pengfei Liu, Yiran Chen, Danqing Wang, Xipeng Qiu, Xuanjing Huang
2020	A*	`conf`	FLAT: Chinese NER Using Flat-Lattice Transformer. ACL Xiaonan Li, Hang Yan, Xipeng Qiu, Xuanjing Huang
2020	J	`jnl`	FLAT: Chinese NER Using Flat-Lattice Transformer. CoRR Xiaonan Li, Hang Yan, Xipeng Qiu, Xuanjing Huang
2020	J	`jnl`	Generating Adversarial Examples in Chinese Texts Using Sentence-Pieces. CoRR Linyang Li, Yunfan Shao, Demin Song, Xipeng Qiu, Xuanjing Huang
2020	J	`jnl`	Generating universal language adversarial examples by understanding and enhancing the transferability across neural models. CoRR Liping Yuan, Xiaoqing Zheng, Yi Zhou, Cho-Jui Hsieh, Kai-Wei Chang, Xuanjing Huang
2020	A*	`conf`	Heterogeneous Graph Neural Networks for Extractive Document Summarization. ACL Danqing Wang, Pengfei Liu, Yining Zheng, Xipeng Qiu, Xuanjing Huang
2020	J	`jnl`	Heterogeneous Graph Neural Networks for Extractive Document Summarization. CoRR Danqing Wang, Pengfei Liu, Yining Zheng, Xipeng Qiu, Xuanjing Huang
2020	J	`jnl`	Improving BERT Fine-Tuning via Self-Ensemble and Self-Distillation. CoRR Yige Xu, Xipeng Qiu, Ligao Zhou, Xuanjing Huang
2020	J	`jnl`	K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters. CoRR Ruize Wang, Duyu Tang, Nan Duan, Zhongyu Wei, Xuanjing Huang, Jianshu Ji, Guihong Cao, Daxin Jiang, Ming Zhou
2020	B	`conf`	Keep it Consistent: Topic-Aware Storytelling from an Image Stream via Iterative Multi-agent Communication. COLING Ruize Wang, Zhongyu Wei, Ying Cheng, Piji Li, Haijun Shan, Ji Zhang, Qi Zhang, Xuanjing Huang
2020	A*	`conf`	Learning Sparse Sharing Architectures for Multiple Tasks. AAAI Tianxiang Sun, Yunfan Shao, Xiaonan Li, Pengfei Liu, Hang Yan, Xipeng Qiu, Xuanjing Huang
2020	—	`conf`	Learning to Generate Representations for Novel Words: Mimic the OOV Situation in Training. NLPCC (1) Xiaoyu Xing, Minlong Peng, Qi Zhang, Qin Liu, Xuanjing Huang
2020	—	`conf`	Leveraging Declarative Knowledge in Text and First-Order Logic for Fine-Grained Propaganda Detection. EMNLP (1) Ruize Wang, Duyu Tang, Nan Duan, Wanjun Zhong, Zhongyu Wei, Xuanjing Huang, Daxin Jiang, Ming Zhou
2020	J	`jnl`	Leveraging Declarative Knowledge in Text and First-Order Logic for Fine-Grained Propaganda Detection. CoRR Ruize Wang, Duyu Tang, Nan Duan, Wanjun Zhong, Zhongyu Wei, Xuanjing Huang, Daxin Jiang, Ming Zhou
2020	A*	`conf`	Leveraging Document-Level Label Consistency for Named Entity Recognition. IJCAI Tao Gui, Jiacheng Ye, Qi Zhang, Yaqian Zhou, Yeyun Gong, Xuanjing Huang
2020	B	`conf`	Modeling Evolution of Message Interaction for Rumor Resolution. COLING Lei Chen, Zhongyu Wei, Jing Li, Baohua Zhou, Qi Zhang, Xuanjing Huang
2020	—	`conf`	PathQG: Neural Question Generation from Facts. EMNLP (1) Siyuan Wang, Zhongyu Wei, Zhihao Fan, Zengfeng Huang, Weijian Sun, Qi Zhang, Xuanjing Huang
2020	J	`jnl`	Pre-trained Models for Natural Language Processing: A Survey. CoRR Xipeng Qiu, Tianxiang Sun, Yige Xu, Yunfan Shao, Ning Dai, Xuanjing Huang
2020	A	`conf`	Recurrent Memory Reasoning Network for Expert Finding in Community Question Answering. WSDM Jinlan Fu, Yi Li, Qi Zhang, Qinzhuo Wu, Renfeng Ma, Xuanjing Huang, Yu-Gang Jiang
2020	—	`conf`	RethinkCWS: Is Chinese Word Segmentation a Solved Task? EMNLP (1) Jinlan Fu, Pengfei Liu, Qi Zhang, Xuanjing Huang
2020	J	`jnl`	RethinkCWS: Is Chinese Word Segmentation a Solved Task? CoRR Jinlan Fu, Pengfei Liu, Qi Zhang, Xuanjing Huang
2020	J	`jnl`	Rethinking Generalization of Neural Models: A Named Entity Recognition Case Study. CoRR Jinlan Fu, Pengfei Liu, Qi Zhang, Xuanjing Huang
2020	J	`jnl`	SenSeNet: Neural Keyphrase Generation with Document Structure. CoRR Yichao Luo, Zhengyan Li, Bingning Wang, Xiaoyu Xing, Qi Zhang, Xuanjing Huang
2020	A*	`conf`	Simplify the Usage of Lexicon in Chinese NER. ACL Ruotian Ma, Minlong Peng, Qi Zhang, Zhongyu Wei, Xuanjing Huang
2020	A*	`conf`	Storytelling from an Image Stream Using Scene Graphs. AAAI Ruize Wang, Zhongyu Wei, Piji Li, Qi Zhang, Xuanjing Huang
2020	J	`jnl`	Task-oriented Dialogue System for Automatic Disease Diagnosis via Hierarchical Reinforcement Learning. CoRR Kangenbei Liao, Qianlong Liu, Zhongyu Wei, Baolin Peng, Qin Chen, Weijian Sun, Xuanjing Huang
2020	—	`conf`	Tasty Burgers, Soggy Fries: Probing Aspect Robustness in Aspect-Based Sentiment Analysis. EMNLP (1) Xiaoyu Xing, Zhijing Jin, Di Jin, Bingning Wang, Qi Zhang, Xuanjing Huang
2020	J	`jnl`	Tasty Burgers, Soggy Fries: Probing Aspect Robustness in Aspect-Based Sentiment Analysis. CoRR Xiaoyu Xing, Zhijing Jin, Di Jin, Bingning Wang, Qi Zhang, Xuanjing Huang
2020	J	`jnl`	Text Information Aggregation with Centrality Attention. CoRR Jingjing Gong, Hang Yan, Yining Zheng, Xipeng Qiu, Xuanjing Huang
2020	J	`jnl`	Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling. CoRR Yicheng Zou, Lujun Zhao, Yangyang Kang, Jun Lin, Minlong Peng, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu
2020	—	`conf`	Toward Recognizing More Entity Types in NER: An Efficient Implementation using Only Entity Lexicons. EMNLP (Findings) Minlong Peng, Ruotian Ma, Qi Zhang, Lujun Zhao, Mengxi Wei, Changlong Sun, Xuanjing Huang
2020	—	`conf`	Uncertainty-Aware Label Refinement for Sequence Labeling. EMNLP (1) Tao Gui, Jiacheng Ye, Qi Zhang, Zhengyan Li, Zichu Fei, Yeyun Gong, Xuanjing Huang
2020	J	`jnl`	Uncertainty-Aware Label Refinement for Sequence Labeling. CoRR Tao Gui, Jiacheng Ye, Qi Zhang, Zhengyan Li, Zichu Fei, Yeyun Gong, Xuanjing Huang
2020	J	`jnl`	Unified Multi-Criteria Chinese Word Segmentation with BERT. CoRR Zhen Ke, Liang Shi, Erli Meng, Bin Wang, Xipeng Qiu, Xuanjing Huang
2020	J	`jnl`	Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders. CoRR Yicheng Zou, Jun Lin, Lujun Zhao, Yangyang Kang, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu
2020	J	`jnl`	fastHan: A BERT-based Joint Many-Task Toolkit for Chinese NLP. CoRR Zhichao Geng, Hang Yan, Xipeng Qiu, Xuanjing Huang
2019	J	`jnl`	A Closer Look at Data Bias in Neural Extractive Summarization Models. CoRR Ming Zhong, Danqing Wang, Pengfei Liu, Xipeng Qiu, Xuanjing Huang
2019	—	`conf`	A Lexicon-Based Graph Neural Network for Chinese NER. EMNLP/IJCNLP (1) Tao Gui, Yicheng Zou, Qi Zhang, Minlong Peng, Jinlan Fu, Zhongyu Wei, Xuanjing Huang
2019	A*	`conf`	A Multi-Agent Communication Framework for Question-Worthy Phrase Extraction and Question Generation. AAAI Siyuan Wang, Zhongyu Wei, Zhihao Fan, Yang Liu, Xuanjing Huang
2019	J	`jnl`	A Unified Model for Joint Chinese Word Segmentation and Dependency Parsing. CoRR Hang Yan, Xipeng Qiu, Xuanjing Huang
2019	A*	`conf`	Adaptive Multi-Attention Network Incorporating Answer Information for Duplicate Question Detection. SIGIR Di Liang, Fubao Zhang, Weidong Zhang, Qi Zhang, Jinlan Fu, Minlong Peng, Tao Gui, Xuanjing Huang
2019	—	`conf`	Asynchronous Deep Interaction Network for Natural Language Inference. EMNLP/IJCNLP (1) Di Liang, Fubao Zhang, Qi Zhang, Xuanjing Huang
2019	—	`conf`	Bridging by Word: Image Grounded Vocabulary Construction for Visual Captioning. ACL (1) Zhihao Fan, Zhongyu Wei, Siyuan Wang, Xuanjing Huang
2019	A*	`conf`	Building Personalized Simulator for Interactive Search. IJCAI Qianlong Liu, Baoliang Cui, Zhongyu Wei, Baolin Peng, Haikuan Huang, Hongbo Deng, Jianye Hao, Xuanjing Huang, Kam-Fai Wong
2019	A*	`conf`	CNN-Based Chinese NER with Lexicon Rethinking. IJCAI Tao Gui, Ruotian Ma, Qi Zhang, Lujun Zhao, Yu-Gang Jiang, Xuanjing Huang
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	J	`jnl`	Chinese Named Entity Recognition Augmented with Lexicon Memory. CoRR Yi Zhou, Xiaoqing Zheng, Xuanjing Huang
2019	J	`jnl`	Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification With K-means Features. CoRR Tao Gui, Lizhi Qing, Qi Zhang, Jiacheng Ye, Hang Yan, Zichu Fei, Xuanjing Huang
2019	A*	`conf`	Contextualized Non-Local Neural Networks for Sequence Learning. AAAI Pengfei Liu, Shuaichen Chang, Xuanjing Huang, Jian Tang, Jackie Chi Kit Cheung
2019	—	`conf`	Depression Detection on Social Media with Reinforcement Learning. CCL Tao Gui, Qi Zhang, Liang Zhu, Xu Zhou, Minlong Peng, Xuanjing Huang
2019	J	`jnl`	Discrete Argument Representation Learning for Interactive Argument Pair Identification. CoRR Lu Ji, Zhongyu Wei, Jing Li, Qi Zhang, Xuanjing Huang
2019	—	`conf`	Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning. ACL (1) Minlong Peng, Xiaoyu Xing, Qi Zhang, Jinlan Fu, Xuanjing Huang
2019	J	`jnl`	Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning. CoRR Minlong Peng, Xiaoyu Xing, Qi Zhang, Jinlan Fu, Xuanjing Huang
2019	J	`jnl`	DropAttention: A Regularization Method for Fully-Connected Self-Attention Networks. CoRR Zehui Lin, Pengfei Liu, Luyao Huang, Jun-Kun Chen, Xipeng Qiu, Xuanjing Huang
2019	J	`jnl`	Exploring Domain Shift in Extractive Text Summarization. CoRR Danqing Wang, Pengfei Liu, Ming Zhong, Jie Fu, Xipeng Qiu, Xuanjing Huang
2019	—	`conf`	Generating Responses with a Specific Emotion in Dialog. ACL (1) Zhenqiao Song, Xiaoqing Zheng, Lu Liu, Mu Xu, Xuanjing Huang
2019	—	`conf`	GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge. EMNLP/IJCNLP (1) Luyao Huang, Chi Sun, Xipeng Qiu, Xuanjing Huang
2019	J	`jnl`	GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge. CoRR Luyao Huang, Chi Sun, Xipeng Qiu, Xuanjing Huang
2019	A*	`conf`	Hot Topic-Aware Retweet Prediction with Masked Self-attentive Model. SIGIR Renfeng Ma, Xiangkun Hu, Qi Zhang, Xuanjing Huang, Yu-Gang Jiang
2019	—	`conf`	How to Fine-Tune BERT for Text Classification? CCL Chi Sun, Xipeng Qiu, Yige Xu, Xuanjing Huang
2019	J	`jnl`	How to Fine-Tune BERT for Text Classification? CoRR Chi Sun, Xipeng Qiu, Yige Xu, Xuanjing Huang
2019	J	`jnl`	Implicit discourse relation detection using concatenated word embeddings and a gated relevance network. Sci. China Inf. Sci. Jinlan Fu, Qi Zhang, Jifan Chen, Minlong Peng, Tao Gui, Xipeng Qiu, Xuanjing Huang
2019	J	`jnl`	Keep it Consistent: Topic-Aware Storytelling from an Image Stream via Iterative Multi-agent Communication. CoRR Ruize Wang, Zhongyu Wei, Piji Li, Haijun Shan, Ji Zhang, Qi Zhang, Xuanjing Huang
2019	J	`jnl`	Learning Sparse Sharing Architectures for Multiple Tasks. CoRR Tianxiang Sun, Yunfan Shao, Xiaonan Li, Pengfei Liu, Hang Yan, Xipeng Qiu, Xuanjing Huang
2019	A*	`conf`	Learning Task-Specific Representation for Novel Words in Sequence Labeling. IJCAI Minlong Peng, Qi Zhang, Xiaoyu Xing, Tao Gui, Jinlan Fu, Xuanjing Huang
2019	J	`jnl`	Learning Task-specific Representation for Novel Words in Sequence Labeling. CoRR Minlong Peng, Qi Zhang, Xiaoyu Xing, Tao Gui, Jinlan Fu, Xuanjing Huang
2019	A*	`conf`	Long Short-Term Memory with Dynamic Skip Connections. AAAI Tao Gui, Qi Zhang, Lujun Zhao, Yaosong Lin, Minlong Peng, Jingjing Gong, Xuanjing Huang
2019	A*	`conf`	Mention Recommendation in Twitter with Cooperative Multi-Agent Reinforcement Learning. SIGIR Tao Gui, Peng Liu, Qi Zhang, Liang Zhu, Minlong Peng, Yunhua Zhou, Xuanjing Huang
2019	—	`conf`	Mining User Profiles from Query Log. CCIR Minlong Peng, Jun Zhao, Qi Zhang, Tao Gui, Xuanjing Huang, Jinlan Fu
2019	—	`conf`	Model the Long-Term Post History for Hashtag Recommendation. NLPCC (1) Minlong Peng, Qiyuan Bian, Qi Zhang, Tao Gui, Jinlan Fu, Lanjun Zeng, Xuanjing Huang
2019	J	`jnl`	Multi-Criteria Chinese Word Segmentation with Transformer. CoRR Xipeng Qiu, Hengzhi Pei, Hang Yan, Xuanjing Huang
2019	J	`jnl`	Reformulating natural language queries using sequence-to-sequence models. Sci. China Inf. Sci. Xiaoyu Liu, Shunda Pan, Qi Zhang, Yu-Gang Jiang, Xuanjing Huang
2019	A*	`conf`	Review Response Generation in E-Commerce Platforms with External Product Information. WWW Lujun Zhao, Kaisong Song, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu
2019	—	`conf`	Searching for Effective Neural Extractive Summarization: What Works and What's Next. ACL (1) Ming Zhong, Pengfei Liu, Danqing Wang, Xipeng Qiu, Xuanjing Huang
2019	J	`jnl`	Searching for Effective Neural Extractive Summarization: What Works and What's Next. CoRR Ming Zhong, Pengfei Liu, Danqing Wang, Xipeng Qiu, Xuanjing Huang
2019	J	`jnl`	Sequence Labeling With Deep Gated Dual Path CNN. IEEE ACM Trans. Audio Speech Lang. Process. Lujun Zhao, Xipeng Qiu, Qi Zhang, Xuanjing Huang
2019	J	`jnl`	Simplify the Usage of Lexicon in Chinese NER. CoRR Minlong Peng, Ruotian Ma, Qi Zhang, Xuanjing Huang
2019	—	`conf`	Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation. ACL (1) Ning Dai, Jianze Liang, Xipeng Qiu, Xuanjing Huang
2019	J	`jnl`	Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation. CoRR Ning Dai, Jianze Liang, Xipeng Qiu, Xuanjing Huang
2019	A*	`conf`	Trainable Undersampling for Class-Imbalance Learning. AAAI Minlong Peng, Qi Zhang, Xiaoyu Xing, Tao Gui, Xuanjing Huang, Yu-Gang Jiang, Keyu Ding, Zhigang Chen
2019	—	`conf`	VCWE: Visual Character-Enhanced Word Embeddings. NAACL-HLT (1) Chi Sun, Xipeng Qiu, Xuanjing Huang
2019	J	`jnl`	VCWE: Visual Character-Enhanced Word Embeddings. CoRR Chi Sun, Xipeng Qiu, Xuanjing Huang
2019	J	`jnl`	Weighed Domain-Invariant Representation Learning for Cross-domain Sentiment Analysis. CoRR Minlong Peng, Qi Zhang, Xuanjing Huang
2018	B	`conf`	A Lexicon-Based Supervised Attention Model for Neural Sentiment Analysis. COLING Yicheng Zou, Tao Gui, Qi Zhang, Xuanjing Huang
2018	A*	`conf`	A Question Type Driven Framework to Diversify Visual Question Generation. IJCAI Zhihao Fan, Zhongyu Wei, Piji Li, Yanyan Lan, Xuanjing Huang
2018	B	`conf`	A Reinforcement Learning Framework for Natural Question Generation using Bi-discriminators. COLING Zhihao Fan, Zhongyu Wei, Siyuan Wang, Yang Liu, Xuanjing Huang
2018	A*	`conf`	Adaptive Co-attention Network for Named Entity Recognition in Tweets. AAAI Qi Zhang, Jinlan Fu, Xiaoyu Liu, Xuanjing Huang
2018	A*	`conf`	Automatic Essay Scoring Incorporating Rating Schema via Reinforcement Learning. EMNLP Yucheng Wang, Zhongyu Wei, Yaqian Zhou, Xuanjing Huang
2018	J	`jnl`	Contextualized Non-local Neural Networks for Sequence Learning. CoRR Pengfei Liu, Shuaichen Chang, Xuanjing Huang, Jian Tang, Jackie Chi Kit Cheung
2018	A*	`conf`	Convolutional Interaction Network for Natural Language Inference. EMNLP Jingjing Gong, Xipeng Qiu, Xinchi Chen, Dong Liang, Xuanjing Huang
2018	—	`conf`	Cross-Domain Sentiment Classification with Target Domain Specific Information. ACL (1) Minlong Peng, Qi Zhang, Yu-Gang Jiang, Xuanjing Huang
2018	J	`jnl`	Deformable Stacked Structure for Named Entity Recognition. CoRR Shuyang Cao, Xipeng Qiu, Xuanjing Huang
2018	J	`jnl`	Exploring Shared Structures and Hierarchies for Multiple NLP Tasks. CoRR Jun-Kun Chen, Kaiyu Chen, Xinchi Chen, Xipeng Qiu, Xuanjing Huang
2018	J	`jnl`	Gaussian Word Embedding with a Wasserstein Distance Loss. CoRR Chi Sun, Hang Yan, Xipeng Qiu, Xuanjing Huang
2018	A	`conf`	Generating Keyword Queries for Natural Language Queries to Alleviate Lexical Chasm Problem. CIKM Xiaoyu Liu, Shunda Pan, Qi Zhang, Yu-Gang Jiang, Xuanjing Huang
2018	J	`jnl`	Hashtag recommendation for multimodal microblog posts. Neurocomputing Yeyun Gong, Qi Zhang, Xuanjing Huang
2018	B	`conf`	Incorporating Argument-Level Interactions for Persuasion Comments Evaluation using Co-attention Model. COLING Lu Ji, Zhongyu Wei, Xiangkun Hu, Yang Liu, Qi Zhang, Xuanjing Huang
2018	A	`conf`	Incorporating Corporation Relationship via Graph Convolutional Neural Networks for Stock Price Prediction. CIKM Yingmei Chen, Zhongyu Wei, Xuanjing Huang
2018	A*	`conf`	Incorporating Discriminator in Sentence Generation: a Gibbs Sampling Method. AAAI Jinyue Su, Jiacheng Xu, Xipeng Qiu, Xuanjing Huang
2018	J	`jnl`	Incorporating Discriminator in Sentence Generation: a Gibbs Sampling Method. CoRR Jinyue Su, Jiacheng Xu, Xipeng Qiu, Xuanjing Huang
2018	—	`conf`	Incorporating Topic Aspects for Online Comment Convincingness Evaluation. ArgMining@EMNLP Yunfan Gu, Zhongyu Wei, Maoran Xu, Hao Fu, Yang Liu, Xuanjing Huang
2018	B	`conf`	Information Aggregation via Dynamic Routing for Sequence Encoding. COLING Jingjing Gong, Xipeng Qiu, Shaojing Wang, Xuanjing Huang
2018	J	`jnl`	Information Aggregation via Dynamic Routing for Sequence Encoding. CoRR Jingjing Gong, Xipeng Qiu, Shaojing Wang, Xuanjing Huang
2018	J	`jnl`	Long Short-Term Memory with Dynamic Skip Connections. CoRR Tao Gui, Qi Zhang, Lujun Zhao, Yaosong Lin, Minlong Peng, Jingjing Gong, Xuanjing Huang
2018	A*	`conf`	Mention Recommendation for Multimodal Microblog with Cross-attention Memory Network. SIGIR Renfeng Ma, Qi Zhang, Jiawen Wang, Lizhen Cui, Xuanjing Huang
2018	A*	`conf`	Meta Multi-Task Learning for Sequence Modeling. AAAI Jun-Kun Chen, Xipeng Qiu, Pengfei Liu, Xuanjing Huang
2018	J	`jnl`	Meta Multi-Task Learning for Sequence Modeling. CoRR Jun-Kun Chen, Xipeng Qiu, Pengfei Liu, Xuanjing Huang
2018	J	`jnl`	Meta-Learning Multi-task Communication. CoRR Pengfei Liu, Xuanjing Huang
2018	—	`ed.`	Natural Language Processing and Chinese Computing - 6th CCF International Conference, NLPCC 2017, Dalian, China, November 8-12, 2017, Proceedings NLPCC Xuanjing Huang, Jing Jiang, Dongyan Zhao, Yansong Feng, Yu Hong
2018	—	`conf`	Task-oriented Dialogue System for Automatic Diagnosis. ACL (2) Zhongyu Wei, Qianlong Liu, Baolin Peng, Huaixiao Tou, Ting Chen, Xuanjing Huang, Kam-Fai Wong, Xiangying Dai
2018	A*	`conf`	Toward Diverse Text Generation with Inverse Reinforcement Learning. IJCAI Zhan Shi, Xinchi Chen, Xipeng Qiu, Xuanjing Huang
2018	J	`jnl`	Towards Diverse Text Generation with Inverse Reinforcement Learning. CoRR Zhan Shi, Xinchi Chen, Xipeng Qiu, Xuanjing Huang
2018	A*	`conf`	Transferring from Formal Newswire Domain with Hypernet for Twitter POS Tagging. EMNLP Tao Gui, Qi Zhang, Jingjing Gong, Minlong Peng, Di Liang, Keyu Ding, Xuanjing Huang
2017	A*	`conf`	A Feature-Enriched Neural Model for Joint Chinese Word Segmentation and Part-of-Speech Tagging. IJCAI Xinchi Chen, Xipeng Qiu, Xuanjing Huang
2017	—	`conf`	A Learning Error Analysis for Structured Prediction with Approximate Inference. NIPS Yuanbin Wu, Man Lan, Shiliang Sun, Qi Zhang, Xuanjing Huang
2017	A*	`conf`	A Mixed Generative-Discriminative Based Hashing Method. ICDE Qi Zhang, Yang Wang, Jin Qian, Binbin Deng, Xuanjing Huang
2017	A*	`conf`	Adaptive Semantic Compositionality for Sentence Modelling. IJCAI Pengfei Liu, Xipeng Qiu, Xuanjing Huang
2017	—	`conf`	Adversarial Multi-Criteria Learning for Chinese Word Segmentation. ACL (1) Xinchi Chen, Zhan Shi, Xipeng Qiu, Xuanjing Huang
2017	J	`jnl`	Adversarial Multi-Criteria Learning for Chinese Word Segmentation. CoRR Xinchi Chen, Zhan Shi, Xipeng Qiu, Xuanjing Huang
2017	—	`conf`	Adversarial Multi-task Learning for Text Classification. ACL (1) Pengfei Liu, Xipeng Qiu, Xuanjing Huang
2017	J	`jnl`	Adversarial Multi-task Learning for Text Classification. CoRR Pengfei Liu, Xipeng Qiu, Xuanjing Huang
2017	J	`jnl`	DAG-based Long Short-Term Memory for Neural Word Segmentation. CoRR Xinchi Chen, Zhan Shi, Xipeng Qiu, Xuanjing Huang
2017	A*	`conf`	Dynamic Compositional Neural Networks over Tree Structure. IJCAI Pengfei Liu, Xipeng Qiu, Xuanjing Huang
2017	J	`jnl`	Dynamic Compositional Neural Networks over Tree Structure. CoRR Pengfei Liu, Xipeng Qiu, Xuanjing Huang
2017	—	`conf`	End-to-End Neural Text Classification for Tibetan. CCL Nuo Qun, Xing Li, Xipeng Qiu, Xuanjing Huang
2017	A*	`conf`	Hashtag Recommendation for Multimodal Microblog Using Co-Attention Network. IJCAI Qi Zhang, Jiawen Wang, Haoran Huang, Xuanjing Huang, Yeyun Gong
2017	—	`conf`	Hierarchical Dirichlet Processes with Social Influence. NLPCC Jin Qian, Yeyun Gong, Qi Zhang, Xuanjing Huang
2017	—	`conf`	Hyper-Gated Recurrent Neural Networks for Chinese Word Segmentation. NLPCC Zhan Shi, Xinchi Chen, Xipeng Qiu, Xuanjing Huang
2017	A*	`conf`	Idiom-Aware Compositional Distributed Semantics. EMNLP Pengfei Liu, Kaiyu Qian, Xipeng Qiu, Xuanjing Huang
2017	A*	`conf`	Knowledge Graph Representation with Jointly Structural and Textual Encoding. IJCAI Jiacheng Xu, Xipeng Qiu, Kan Chen, Xuanjing Huang
2017	A*	`conf`	Mention Recommendation for Twitter with End-to-end Memory Network. IJCAI Haoran Huang, Qi Zhang, Xuanjing Huang
2017	—	`conf`	Overview of the NLPCC 2017 Shared Task: Chinese News Headline Categorization. NLPCC Xipeng Qiu, Jingjing Gong, Xuanjing Huang
2017	J	`jnl`	Overview of the NLPCC 2017 Shared Task: Chinese News Headline Categorization. CoRR Xipeng Qiu, Jingjing Gong, Xuanjing Huang
2017	A*	`conf`	Part-of-Speech Tagging for Twitter with Adversarial Neural Networks. EMNLP Tao Gui, Qi Zhang, Haoran Huang, Minlong Peng, Xuanjing Huang
2017	J	`jnl`	Phrase-based hashtag recommendation for microblog posts. Sci. China Inf. Sci. Yeyun Gong, Qi Zhang, Xiaoying Han, Xuanjing Huang
2017	A*	`conf`	Predicting Which Topics You Will Join in the Future on Social Media. SIGIR Haoran Huang, Qi Zhang, Jindou Wu, Xuanjing Huang
2017	J	`jnl`	Preface. J. Comput. Sci. Technol. Hang Li, Xiang Bai, Xuanjing Huang, Chang-shui Zhang
2016	J	`jnl`	A Long Dependency Aware Deep Architecture for Joint Chinese Word Segmentation and POS Tagging. CoRR Xinchi Chen, Xipeng Qiu, Xuanjing Huang
2016	J	`jnl`	A Mixed Generative-Discriminative Based Hashing Method. IEEE Trans. Knowl. Data Eng. Qi Zhang, Yang Wang, Jin Qian, Xuanjing Huang
2016	—	`conf`	A New Psychometric-inspired Evaluation Metric for Chinese Word Segmentation. ACL (1) Peng Qian, Xipeng Qiu, Xuanjing Huang
2016	A*	`conf`	Analyzing Linguistic Knowledge in Sequential Model of Sentence. EMNLP Peng Qian, Xipeng Qiu, Xuanjing Huang
2016	B	`conf`	Attention-Based Convolutional Neural Network for Semantic Relation Extraction. COLING Yatian Shen, Xuanjing Huang
2016	—	`conf`	Bidirectional Long Short-Term Memory with Gated Relevance Network for Paraphrase Identification. NLPCC/ICCPOL Yatian Shen, Jifan Chen, Xuanjing Huang
2016	A*	`conf`	Bridging LSTM Architecture and the Neural Dynamics during Reading. IJCAI Peng Qian, Xipeng Qiu, Xuanjing Huang
2016	J	`jnl`	Bridging LSTM Architecture and the Neural Dynamics during Reading. CoRR Peng Qian, Xipeng Qiu, Xuanjing Huang
2016	A*	`conf`	Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification. EMNLP Jiacheng Xu, Danlu Chen, Xipeng Qiu, Xuanjing Huang
2016	J	`jnl`	Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification. CoRR Jiacheng Xu, Danlu Chen, Xipeng Qiu, Xuanjing Huang
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	—	`conf`	Convolutional Deep Neural Networks for Document-Based Question Answering. NLPCC/ICCPOL Jian Fu, Xipeng Qiu, Xuanjing Huang
2016	—	`conf`	Deep Fusion LSTMs for Text Semantic Matching. ACL (1) Pengfei Liu, Xipeng Qiu, Jifan Chen, Xuanjing Huang
2016	A*	`conf`	Deep Multi-Task Learning with Shared Memory for Text Classification. EMNLP Pengfei Liu, Xipeng Qiu, Xuanjing Huang
2016	J	`jnl`	Deep Multi-Task Learning with Shared Memory. CoRR Pengfei Liu, Xipeng Qiu, Xuanjing Huang
2016	A*	`conf`	Discourse Relations Detection via a Mixed Generative-Discriminative Framework. AAAI Jifan Chen, Qi Zhang, Pengfei Liu, Xuanjing Huang
2016	J	`jnl`	End-to-End Neural Sentence Ordering Using Pointer Network. CoRR Jingjing Gong, Xinchi Chen, Xipeng Qiu, Xuanjing Huang
2016	A*	`conf`	Generating Abbreviations for Chinese Named Entities Using Recurrent Neural Network with Dynamic Dictionary. EMNLP Qi Zhang, Jin Qian, Ya Guo, Yaqian Zhou, Xuanjing Huang
2016	B	`conf`	Hashtag Recommendation Using End-To-End Memory Networks with Hierarchical Attention. COLING Haoran Huang, Qi Zhang, Yeyun Gong, Xuanjing Huang
2016	—	`conf`	Implicit Discourse Relation Detection via a Deep Architecture with Gated Relevance Network. ACL (1) Jifan Chen, Qi Zhang, Pengfei Liu, Xipeng Qiu, Xuanjing Huang
2016	A	`conf`	Incorporate Group Information to Enhance Network Embedding. CIKM Jifan Chen, Qi Zhang, Xuanjing Huang
2016	—	`conf`	Investigating Language Universal and Specific Properties in Word Embeddings. ACL (1) Peng Qian, Xipeng Qiu, Xuanjing Huang
2016	A*	`conf`	Keyphrase Extraction Using Deep Recurrent Neural Networks on Twitter. EMNLP Qi Zhang, Yang Wang, Yeyun Gong, Xuanjing Huang
2016	J	`jnl`	Knowledge Graph Representation with Jointly Structural and Textual Encoding. CoRR Jiacheng Xu, Kan Chen, Xipeng Qiu, Xuanjing Huang
2016	J	`jnl`	Learning Word Embeddings from Intrinsic and Extrinsic Views. CoRR Jifan Chen, Kan Chen, Xipeng Qiu, Qi Zhang, Xuanjing Huang, Zheng Zhang
2016	A*	`conf`	Modelling Interaction of Sentence Pair with Coupled-LSTMs. EMNLP Pengfei Liu, Xipeng Qiu, Yaqian Zhou, Jifan Chen, Xuanjing Huang
2016	J	`jnl`	Modelling Interaction of Sentence Pair with coupled-LSTMs. CoRR Pengfei Liu, Xipeng Qiu, Xuanjing Huang
2016	—	`ed.`	Natural Language Understanding and Intelligent Applications - 5th CCF Conference on Natural Language Processing and Chinese Computing, NLPCC 2016, and 24th International Conference on Computer Processing of Oriental Languages, ICCPOL 2016, Kunming, China, December 2-6, 2016, Proceedings NLPCC/ICCPOL Chin-Yew Lin, Nianwen Xue, Dongyan Zhao, Xuanjing Huang, Yansong Feng
2016	J	`jnl`	Neural Sentence Ordering. CoRR Xinchi Chen, Xipeng Qiu, Xuanjing Huang
2016	A*	`conf`	Recurrent Neural Network for Text Classification with Multi-Task Learning. IJCAI Pengfei Liu, Xipeng Qiu, Xuanjing Huang
2016	J	`jnl`	Recurrent Neural Network for Text Classification with Multi-Task Learning. CoRR Pengfei Liu, Xipeng Qiu, Xuanjing Huang
2016	A	`conf`	Retweet Prediction with Attention-based Deep Neural Network. CIKM Qi Zhang, Yeyun Gong, Jindou Wu, Haoran Huang, Xuanjing Huang
2016	J	`jnl`	Syntax-based Attention Model for Natural Language Inference. CoRR Pengfei Liu, Xipeng Qiu, Xuanjing Huang
2015	—	`conf`	A Re-ranking Model for Dependency Parser with Recursive Convolutional Neural Network. ACL (1) Chenxi Zhu, Xipeng Qiu, Xinchi Chen, Xuanjing Huang
2015	J	`jnl`	A Re-ranking Model for Dependency Parser with Recursive Convolutional Neural Network. CoRR Chenxi Zhu, Xipeng Qiu, Xinchi Chen, Xuanjing Huang
2015	A*	`conf`	Convolutional Neural Tensor Network Architecture for Community-Based Question Answering. IJCAI Xipeng Qiu, Xuanjing Huang
2015	—	`conf`	Gated Recursive Neural Network for Chinese Word Segmentation. ACL (1) Xinchi Chen, Xipeng Qiu, Chenxi Zhu, Xuanjing Huang
2015	J	`jnl`	Gaussian Mixture Embeddings for Multiple Word Prototypes. CoRR Xinchi Chen, Xipeng Qiu, Jingxiang Jiang, Xuanjing Huang
2015	A*	`conf`	Hashtag Recommendation Using Dirichlet Process Mixture Models Incorporating Types of Hashtags. EMNLP Yeyun Gong, Qi Zhang, Xuanjing Huang
2015	A*	`conf`	Learning Context-Sensitive Word Embeddings with Neural Tensor Skip-Gram Model. IJCAI Pengfei Liu, Xipeng Qiu, Xuanjing Huang
2015	—	`conf`	Learning to Rank Answers for Definitional Question Answering. CCL Shiyu Wu, Xipeng Qiu, Xuanjing Huang, Junkuo Cao
2015	A*	`conf`	Long Short-Term Memory Neural Networks for Chinese Word Segmentation. EMNLP Xinchi Chen, Xipeng Qiu, Chenxi Zhu, Pengfei Liu, Xuanjing Huang
2015	A*	`conf`	Multi-Timescale Long Short-Term Memory Neural Network for Modelling Sentences and Documents. EMNLP Pengfei Liu, Xipeng Qiu, Xinchi Chen, Shiyu Wu, Xuanjing Huang
2015	—	`conf`	Overview of the NLPCC 2015 Shared Task: Chinese Word Segmentation and POS Tagging for Micro-blog Texts. NLPCC Xipeng Qiu, Peng Qian, Liusong Yin, Shiyu Wu, Xuanjing Huang
2015	J	`jnl`	Overview of the NLPCC 2015 Shared Task: Chinese Word Segmentation and POS Tagging for Micro-blog Texts. CoRR Xipeng Qiu, Peng Qian, Liusong Yin, Xuanjing Huang
2015	—	`conf`	Personalized Hashtag Suggestion for Microblogs. SMP Juan Xu, Qi Zhang, Xuanjing Huang
2015	A*	`conf`	Retweet Behavior Prediction Using Hierarchical Dirichlet Process. AAAI Qi Zhang, Yeyun Gong, Ya Guo, Xuanjing Huang
2015	A*	`conf`	Sentence Modeling with Gated Recursive Neural Network. EMNLP Xinchi Chen, Xipeng Qiu, Chenxi Zhu, Shiyu Wu, Xuanjing Huang
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	—	`conf`	Transition-Based Dependency Parsing with Long Distance Collocations. NLPCC Chenxi Zhu, Xipeng Qiu, Xuanjing Huang
2015	A*	`conf`	Transition-based Dependency Parsing Using Two Heterogeneous Gated Recursive Neural Networks. EMNLP Xinchi Chen, Yaqian Zhou, Chenxi Zhu, Xipeng Qiu, Xuanjing Huang
2015	A	`conf`	Who Will You "@"? CIKM Yeyun Gong, Qi Zhang, Xuyang Sun, Xuanjing Huang
2014	B	`conf`	A Generative Model for Identifying Target Companies of Microblogs. COLING Yeyun Gong, Yaqian Zhou, Ya Guo, Qi Zhang, Xuanjing Huang
2014	B	`conf`	Automatic Corpus Expansion for Chinese Word Segmentation by Exploiting the Redundancy of Web Information. COLING Xipeng Qiu, Chaochao Huang, Xuanjing Huang
2014	—	`conf`	Bilingual Product Name Dictionary Construction Using a Two Stage Method. CIPS-SIGHAN Yatian Shen, Xuanjing Huang
2014	—	`conf`	Chinese-English OOV Term Translation with Web Mining, Multiple Feature Fusion and Supervised Learning. CCL Yun Zhao, Qinen Zhu, Cheng Jin, Yuejie Zhang, Xuanjing Huang, Tao Zhang
2014	A	`conf`	Chinese-English mixed text normalization. WSDM Qi Zhang, Huan Chen, Xuanjing Huang
2014	A*	`conf`	Continuous word embeddings for detecting local text reuses at the semantic level. SIGIR Qi Zhang, Jihua Kang, Jin Qian, Xuanjing Huang
2014	—	`conf`	Improving Multi-pass Transition-Based Dependency Parsing Using Enhanced Shift Actions. CCL Chenxi Zhu, Xipeng Qiu, Xuanjing Huang
2014	—	`conf`	Learning Tag Relevance by Context Analysis for Social Image Retrieval. CCL Yong Cheng, Wenhui Mao, Cheng Jin, Yuejie Zhang, Xuanjing Huang, Tao Zhang
2014	—	`conf`	Text Classification with Document Embeddings. CCL Chaochao Huang, Xipeng Qiu, Xuanjing Huang
2014	B	`conf`	Time-aware Personalized Hashtag Recommendation on Social Media. COLING Qi Zhang, Yeyun Gong, Xuyang Sun, Xuanjing Huang
2013	—	`conf`	A Unified Model for Joint Chinese Word Segmentation and POS Tagging with Heterogeneous Annotation Corpora. IALP Jiayi Zhao, Xipeng Qiu, Xuanjing Huang
2013	A	`conf`	A pattern-based selective recrawling approach for object-level vertical search. CIKM Yaqian Zhou, Qi Zhang, Xuanjing Huang, Lide Wu
2013	B	`conf`	Chinese Named Entity Abbreviation Generation Using First-Order Logic. IJCNLP Huan Chen, Qi Zhang, Jin Qian, Xuanjing Huang
2013	—	`conf`	Chinese Word Segmentation with Character Abstraction. CCL Le Tian, Xipeng Qiu, Xuanjing Huang
2013	B	`conf`	Detecting Spammers in Community Question Answering. IJCNLP Zhuoye Ding, Yeyun Gong, Yaqian Zhou, Qi Zhang, Xuanjing Huang
2013	A*	`conf`	Discourse Level Explanatory Relation Extraction from Product Reviews Using First-Order Logic. EMNLP Qi Zhang, Jin Qian, Huan Chen, Jihua Kang, Xuanjing Huang
2013	—	`conf`	Feature Abstraction for Lightweight and Accurate Chinese Word Segmentation. IALP Le Tian, Xipeng Qiu, Xuanjing Huang
2013	—	`conf`	FudanNLP: A Toolkit for Chinese Natural Language Processing. ACL (Conference System Demonstrations) Xipeng Qiu, Qi Zhang, Xuanjing Huang
2013	A*	`conf`	Joint Chinese Word Segmentation and POS Tagging on Heterogeneous Annotated Corpora with Multiple Task Learning. EMNLP Xipeng Qiu, Jiayi Zhao, Xuanjing Huang
2013	—	`conf`	Latent Semantic Tensor Indexing for Community-based Question Answering. ACL (2) Xipeng Qiu, Le Tian, Xuanjing Huang
2013	A*	`conf`	Learning Topical Translation Model for Microblog Hashtag Suggestion. IJCAI Zhuoye Ding, Xipeng Qiu, Qi Zhang, Xuanjing Huang
2013	A	`conf`	Map search via a factor graph model. CIKM Qi Zhang, Jihua Kang, Yeyun Gong, Huan Chen, Yaqian Zhou, Xuanjing Huang
2013	—	`conf`	Online Distributed Passive-Aggressive Algorithm for Structured Learning. CCL Jiayi Zhao, Xipeng Qiu, Zhao Liu, Xuanjing Huang
2013	Misc	`conf`	Question identification in Chinese micro-texts. ICMLC Le Tian, Xipeng Qiu, Xuanjing Huang
2013	B	`conf`	Understanding the Semantic Intent of Natural Language Query. IJCNLP Juan Xu, Qi Zhang, Xuanjing Huang
2012	—	`conf`	Automatic Hashtag Recommendation for Microblogs using Topic-Specific Translation Model. COLING (Posters) Zhuoye Ding, Qi Zhang, Xuanjing Huang
2012	A	`conf`	Discovering logical knowledge for deep question answering. CIKM Zhao Liu, Xipeng Qiu, Ling Cao, Xuanjing Huang
2012	—	`conf`	Joint Segmentation and Tagging with Coupled Sequences Labeling. COLING (Posters) Xipeng Qiu, Feng Ji, Jiayi Zhao, Xuanjing Huang
2012	A*	`conf`	Learning hash codes for efficient content reuse detection. SIGIR Qi Zhang, Yan Wu, Zhuoye Ding, Xuanjing Huang
2012	—	`conf`	Part-of-Speech Tagging for Chinese-English Mixed Texts with Dynamic Features. EMNLP-CoNLL Jiayi Zhao, Xipeng Qiu, Shu Zhang, Feng Ji, Xuanjing Huang
2012	J	`jnl`	Recognizing Inference in Texts with Markov Logic Networks. ACM Trans. Asian Lang. Inf. Process. Xipeng Qiu, Ling Cao, Zhao Liu, Xuanjing Huang
2012	A	`conf`	Selecting expansion terms as a set via integer linear programming. CIKM Qi Zhang, Yan Wu, Xuanjing Huang
2011	B	`conf`	A Fast Accurate Two-stage Training Algorithm for L1-regularized CRFs with Heuristic Line Search Strategy. IJCNLP Jinlong Zhou, Xipeng Qiu, Xuanjing Huang
2011	—	`conf`	An Effective Feature Selection Method for Text Categorization. PAKDD (1) Xipeng Qiu, Jinlong Zhou, Xuanjing Huang
2011	B	`conf`	Efficient Near-Duplicate Detection for Q&A Forum. IJCNLP Yan Wu, Qi Zhang, Xuanjing Huang
2011	—	`conf`	FudanNLP at RITE 2011: a Shallow Semantic Approach to Textual Entailment. NTCIR Ling Cao, Xipeng Qiu, Xuanjing Huang
2011	—	`conf`	Hierarchical Text Classification with Latent Concepts. ACL (2) Xipeng Qiu, Xuanjing Huang, Zhao Liu, Jinlong Zhou
2011	B	`conf`	Keyphrase Extraction from Online News Using Binary Integer Programming. IJCNLP Zhuoye Ding, Qi Zhang, Xuanjing Huang
2011	—	`conf`	Labelwise Margin Maximization for Sequence Labeling. CICLing (1) Wenjun Gao, Xipeng Qiu, Xuanjing Huang
2011	—	`conf`	Learning the weight of the query term from the relevance feedback. NLPKE Bingqing Wang, Yaqian Zhou, Qi Zhang, Xuanjing Huang
2011	—	`conf`	Learning to Extract Coherent Keyphrases from Online News. AIRS Zhuoye Ding, Qi Zhang, Xuanjing Huang
2011	—	`conf`	Microblog Track 2011 of FDU. TREC Bingqing Wang, Xuanjing Huang
2011	—	`conf`	Opinion Mining with Sentiment Graph. Web Intelligence Qi Zhang, Yuanbin Wu, Yan Wu, Xuanjing Huang
2011	—	`conf`	Question Answering for Machine Reading with Lexical Chain. CLEF (Notebook Papers/Labs/Workshop) Ling Cao, Xipeng Qiu, Xuanjing Huang
2011	A*	`conf`	Structural Opinion Mining for Graph-based Sentiment Representation. EMNLP Yuanbin Wu, Qi Zhang, Xuanjing Huang, Lide Wu
2010	B	`conf`	2D Trie for Fast Parsing. COLING Xian Qian, Qi Zhang, Xuanjing Huang, Lide Wu
2010	—	`conf`	Adaptive Chinese Word Segmentation with Online Passive-Aggressive Algorithm. CIPS-SIGHAN Wenjun Gao, Xipeng Qiu, Xuanjing Huang
2010	—	`conf`	Bagging to find better expansion words. NLPKE Bingqing Wang, Yaqian Zhou, Xipeng Qiu, Qi Zhang, Xuanjing Huang
2010	—	`conf`	Detecting Hedge Cues and their Scopes with Average Perceptron. CoNLL Shared Task Feng Ji, Xipeng Qiu, Xuanjing Huang
2010	A*	`conf`	Efficient partial-duplicate detection based on sequence matching. SIGIR Qi Zhang, Yue Zhang, Haomin Yu, Xuanjing Huang
2010	A*	`conf`	Joint Training and Decoding Using Virtual Nodes for Cascaded Segmentation and Tagging Tasks. EMNLP Xian Qian, Qi Zhang, Yaqian Zhou, Xuanjing Huang, Lide Wu
2010	—	`conf`	Mining Uncertain Sentences with Multiple Instance Learning. ADMA (1) Feng Ji, Xipeng Qiu, Xuanjing Huang
2010	—	`conf`	Pseudo-Relevance Feedback Based on mRMR Criteria. AIRS Yuanbin Wu, Qi Zhang, Yaqian Zhou, Xuanjing Huang
2010	A*	`conf`	Selective recrawling for object-level vertical search. WWW Yaqian Zhou, Mengjing Jiang, Qi Zhang, Xuanjing Huang, Lide Wu
2010	—	`conf`	Triplet-Based Chinese Word Sense Induction. CIPS-SIGHAN Zhao Liu, Xipeng Qiu, Xuanjing Huang
2009	A	`conf`	A unified relevance model for opinion retrieval. CIKM Xuanjing Huang, W. Bruce Croft
2009	—	`conf`	Hierarchical Ensemble Support Cluster Machine. MCS Mingmin Chi, Youdong Miao, Youze Tang, Jón Atli Benediktsson, Xuanjing Huang
2009	—	`conf`	Hierarchical Multi-Label Text Categorization with Global Margin Maximization. ACL/IJCNLP (2) Xipeng Qiu, Wenjun Gao, Xuanjing Huang
2009	A*	`conf`	Mining product reviews based on shallow dependency parsing. SIGIR Qi Zhang, Yuanbin Wu, Tao Li, Mitsunori Ogihara, Joseph Johnson, Xuanjing Huang
2009	A*	`conf`	Phrase Dependency Parsing for Opinion Mining. EMNLP Yuanbin Wu, Qi Zhang, Xuanjing Huang, Lide Wu
2009	—	`conf`	Relevance Feedback Based on Constrained Clustering: FDU at TREC 09. TREC Bingqing Wang, Xuanjing Huang
2009	A*	`conf`	Sparse higher order conditional random fields for improved sequence labeling. ICML Xian Qian, Xiaoqian Jiang, Qi Zhang, Xuanjing Huang, Lide Wu
2009	A*	`conf`	Template-independent wrapper for web forums. SIGIR Qi Zhang, Yang Shi, Xuanjing Huang, Lide Wu
2009	J	`jnl`	Using query expansion in graph-based approach for query-focused multi-document summarization. Inf. Process. Manag. Lin Zhao, Lide Wu, Xuanjing Huang
2008	A	`conf`	Answering Definition Question: Ranking for Top-k. ECAI Chao Shen, Xipeng Qiu, Xuanjing Huang, Lide Wu
2008	—	`conf`	Answering definitional question by dependency-based knowledge. NLPKE Junkuo Cao, Xuanjing Huang
2008	—	`conf`	Automatic identification of non-anaphoric anaphora in spoken dialog. NLPKE Zhongchao Fei, Xuanjing Huang, Fuliang Weng
2008	—	`conf`	Domain Adaptation for Conditional Random Fields. AIRS Qi Zhang, Xipeng Qiu, Xuanjing Huang, Lide Wu
2008	—	`conf`	Graph Mutual Reinforcement Based Bootstrapping. AIRS Qi Zhang, Yaqian Zhou, Xuanjing Huang, Lide Wu
2008	J	`jnl`	Sentiment Classification Using Supervised and Semi-Supervised Conditional Maximum Entropy Modeling. Int. J. Comput. Process. Orient. Lang. Qi Zhang, Xuanjing Huang, Lide Wu
2008	—	`conf`	Using Multiple Combined Ranker for Answering Definitional Questions. AIRS Junkuo Cao, Lide Wu, Xuanjing Huang, Yaqian Zhou, Fei Liu
2007	—	`conf`	FDU at TREC 2007: Opinion Retrieval of Blog Track. TREC Qi Zhang, Bingqing Wang, Lide Wu, Xuanjing Huang
2007	—	`conf`	FDUQA on TREC 2007 QA Track. TREC Xipeng Qiu, Bo Li, Chao Shen, Lide Wu, Xuanjing Huang, Yaqian Zhou
2007	—	`conf`	From Web Directories to Ontologies: Natural Language Processing Challenges. ISWC/ASWC Ilya Zaihrayeu, Lei Sun, Fausto Giunchiglia, Wei Pan, Qi Ju, Mingmin Chi, Xuanjing Huang
2006	—	`conf`	FDUQA on TREC 2006 QA Track. TREC Yaqian Zhou, Xiaofeng Yuan, Junkuo Cao, Xuanjing Huang, Lide Wu
2006	C	`conf`	Mining the Relation between Sentiment Expression and Target Using Dependency of Words. PACLIC Zhongchao Fei, Xuanjing Huang, Lide Wu
2005	—	`conf`	An Intelligent Platform for Information Retrieval. Cognitive Systems Fang Li, Xuanjing Huang
2005	B	`conf`	Answering Definition Questions Using Web Knowledge Bases. IJCNLP Zhushuo Zhang, Yaqian Zhou, Xuanjing Huang, Lide Wu
2005	—	`conf`	FDUQA on TREC 2005 QA Track. TREC Lide Wu, Xuanjing Huang, Yaqian Zhou, Zhushuo Zhang, Fen Lin
2005	—	`conf`	Question Classification using Multiple Classifiers. ALR/ALRN@IJCNLP Xin Li, Xuanjing Huang, Lide Wu
2005	—	`conf`	The Use of Metadata, Web-derived Answer Patterns and Passage Context to Improve Reading Comprehension Performance. HLT/EMNLP Yongping Du, Helen Meng, Xuanjing Huang, Lide Wu
2005	—	`conf`	WIM at TREC 2005. TREC Junyu Niu, Lin Sun, Luqun Lou, Fang Deng, Chen Lin, Haiqing Zheng, Xuanjing Huang
2004	B	`conf`	A Novel Pattern Learning Method for Open Domain Question Answering. IJCNLP Yongping Du, Xuanjing Huang, Xin Li, Lide Wu
2004	B	`conf`	BBS Based Hot Topic Retrieval Using Back-Propagation Neural Network. IJCNLP Lan You, Yongping Du, Jiayin Ge, Xuanjing Huang, Lide Wu
2004	—	`conf`	Exploring Various Features to Optimize Hot Topic Retrieval on WEB. ISNN (1) Lan You, Xuanjing Huang, Lide Wu, Hao Yu, Jun Wang, Fumihito Nishino
2004	—	`conf`	FDUQA on TREC 2004 QA Track. TREC Lide Wu, Xuanjing Huang, Lan You, Zhushuo Zhang, Xin Li, Yaqian Zhou
2004	—	`conf`	Hot-Spot Passage Retrieval in Question Answering. ICADL Jian Huang, Xuanjing Huang, Lide Wu
2003	—	`conf`	FDUQA on TREC2003 QA task. TREC Lide Wu, Xuanjing Huang, Yaqian Zhou, Yongping Du, Lan You
2002	—	`conf`	FDU at TREC 2002: Filtering, Q&A, Web and Video Tasks. TREC Lide Wu, Xuanjing Huang, Junyu Niu, Yingju Xia, Zhe Feng, Yaqian Zhou
2001	—	`conf`	FDU at TREC-10: Filtering, QA, Web and Video Tasks. TREC Lide Wu, Xuanjing Huang, Junyu Niu, Yikun Guo, Yingju Xia, Zhe Feng
2001	—	`conf`	Language Independent Text Categorization. NLPRS Xuanjing Huang, Lide Wu, Guowei Xu, Hiroyuli Ishizaki
2000	—	`conf`	FDU at TREC-9: CLIR, Filtering and QA Tasks. TREC Lide Wu, Xuanjing Huang, Yikun Guo, Bingwei Liu, Yuejie Zhang
1997	—	`conf`	Statistical Acquisition of Terminology Dictionary. VLC Xuanjing Huang, Lide Wu, Wang Wen-xin