Mining User Profiles from Query Log. - Minlong Peng; Jun Zhao 019; Qi Zhang 001; Tao Gui; Xuanjing Huang 001; Jinlan Fu (CCIR, 2019)

TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing. - Xiao Wang 001; Qin Liu 010; Tao Gui; Qi Zhang 001; Yicheng Zou; Xin Zhou 012; Jiacheng Ye; Yongxin Zhang; Rui Zheng; Zexiong Pang; Qinzhuo Wu; Zhengyan Li; et al. (ACL (demo), 2021)

A Relation-Oriented Clustering Method for Open Relation Extraction. - Jun Zhao 019; Tao Gui; Qi Zhang 001; Yaqian Zhou 001 (EMNLP (1), 2021)

An Exploration of Prompt-Based Zero-Shot Relation Extraction Method. - Jun Zhao 019; Yuan Hu; Nuo Xu; Tao Gui; Qi Zhang 001; Yunwen Chen; Xiang Gao 017 (CCL, 2022)

Abstains from Prediction: Towards Robust Relation Extraction in Real World. - Jun Zhao 019; Yongxin Zhang; Nuo Xu; Tao Gui; Qi Zhang 001; Yunwen Chen; Xiang Gao 017 (CCL, 2022)

Read Extensively, Focus Smartly: A Cross-document Semantic Enhancement Method for Visual Documents NER. - Jun Zhao 019; Xin Zhao; WenYu Zhan; Tao Gui; Qi Zhang 001; Liang Qiao 001; Zhanzhan Cheng; Shiliang Pu (COLING, 2022)

Actively Supervised Clustering for Open Relation Extraction. - Jun Zhao 019; Yongxin Zhang; Qi Zhang 001; Tao Gui; Zhongyu Wei; Minlong Peng; Mingming Sun 001 (ACL (1), 2023)

Open Set Relation Extraction via Unknown-Aware Training. - Jun Zhao 019; Xin Zhao; WenYu Zhan; Qi Zhang 001; Tao Gui; Zhongyu Wei; Yun Wen Chen; Xiang Gao 017; Xuanjing Huang 001 (ACL (1), 2023)

RE-Matching: A Fine-Grained Semantic Matching Method for Zero-Shot Relation Extraction. - Jun Zhao 019; WenYu Zhan; Xin Zhao; Qi Zhang 001; Tao Gui; Zhongyu Wei; Junzhe Wang; Minlong Peng; Mingming Sun 001 (ACL (1), 2023)

Loose lips sink ships: Mitigating Length Bias in Reinforcement Learning from Human Feedback. - Wei Shen; Rui Zheng; WenYu Zhan; Jun Zhao 019; Shihan Dou; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (EMNLP (Findings), 2023)

Inductive Relation Inference of Knowledge Graph Enhanced by Ontology Information. - Wentao Zhou; Jun Zhao 019; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (EMNLP (Findings), 2023)

Open Set Relation Extraction via Unknown-Aware Training. - Jun Zhao 019; Xin Zhao; WenYu Zhan; Qi Zhang 001; Tao Gui; Zhongyu Wei; Yunwen Chen; Xiang Gao 017; Xuanjing Huang 001 (CoRR, 2023)

Unveiling A Core Linguistic Region in Large Language Models. - Jun Zhao 019; Zhihao Zhang 002; Yide Ma; Qi Zhang 001; Tao Gui; Luhui Gao; Xuanjing Huang 001 (CoRR, 2023)

LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment. - Shihan Dou; Enyu Zhou; Yan Liu 002; Songyang Gao; Jun Zhao 019; Wei Shen; Yuhao Zhou; Zhiheng Xi; Xiao Wang 001; Xiaoran Fan; Shiliang Pu; Jiang Zhu; et al. (CoRR, 2023)

Unveiling Linguistic Regions in Large Language Models. - Zhihao Zhang 002; Jun Zhao 019; Qi Zhang 001; Tao Gui; Xuanjing Huang 001 (ACL (1), 2024)

LONGAGENT: Achieving Question Answering for 128k-Token-Long Documents through Multi-Agent Collaboration. - Jun Zhao 019; Can Zu; Xu Hao; Yi Lu; Wei He 024; Yiwen Ding; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (EMNLP, 2024)

LongHeads: Multi-Head Attention is Secretly a Long Context Processor. - Yi Lu; Xin Zhou 012; Wei He 024; Jun Zhao 019; Tao Ji; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (EMNLP (Findings), 2024)

TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer Capabilities. - Ming Zhang 030; Caishuang Huang; Yilong Wu; Shichun Liu; Huiyuan Zheng; Yurui Dong; Yujiong Shen; Shihan Dou; Jun Zhao 019; Junjie Ye; Qi Zhang 001; Tao Gui; et al. (EMNLP, 2024)

Exploring the Compositional Deficiency of Large Language Models in Mathematical Reasoning Through Trap Problems. - Jun Zhao 019; Jingqi Tong; Yurong Mou; Ming Zhang 030; Qi Zhang 001; Xuanjing Huang 001 (EMNLP, 2024)

Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language Models. - Wei He 024; Shichun Liu; Jun Zhao 019; Yiwen Ding; Yi Lu; Zhiheng Xi; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (NAACL-HLT (Findings), 2024)

LLaMA Beyond English: An Empirical Study on Language Capability Transfer. - Jun Zhao 019; Zhihao Zhang 002; Luhui Gao; Qi Zhang 001; Tao Gui; Xuanjing Huang 001 (CoRR, 2024)

Secrets of RLHF in Large Language Models Part II: Reward Modeling. - Binghai Wang; Rui Zheng; Lu Chen; Yan Liu 002; Shihan Dou; Caishuang Huang; Wei Shen; Senjie Jin; Enyu Zhou; Chenyu Shi; Songyang Gao; Nuo Xu; et al. (CoRR, 2024)

Advancing Translation Preference Modeling with RLHF: A Step Towards Cost-Effective Solution. - Nuo Xu; Jun Zhao 019; Can Zu; Sixian Li; Lu Chen; Zhihao Zhang 002; Rui Zheng; Shihan Dou; Wenjuan Qin; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2024)

LongAgent: Scaling Language Models to 128k Context through Multi-Agent Collaboration. - Jun Zhao 019; Can Zu; Hao Xu; Yi Lu; Wei He 024; Yiwen Ding; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2024)

Exploring the Compositional Deficiency of Large Language Models in Mathematical Reasoning. - Jun Zhao 019; Jingqi Tong; Yurong Mou; Ming Zhang 030; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2024)

Effective Length Extrapolation via Dimension-Wise Positional Embeddings Manipulation. - Yi Lu; Wanxu Zhao; Xin Zhou 012; Chenxin An; Chenglong Wang; Shuo Li; Yuming Yang; Jun Zhao 019; Tao Ji; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2025)

Code2Logic: Game-Code-Driven Data Synthesis for Enhancing VLMs General Reasoning. - Jingqi Tong; Jixin Tang; Hangcheng Li; Yurong Mou; Ming Zhang 030; Jun Zhao 019; Yanbo Wen; Fan Song; Jiahao Zhan; Yuyang Lu; Chaoran Tao; Zhiyuan Guo; et al. (CoRR, 2025)

Reinforcement Fine-Tuning Enables MLLMs Learning Novel Tasks Stably. - Zhihao Zhang 002; Qiaole Dong; Qi Zhang 001; Jun Zhao 019; Enyu Zhou; Zhiheng Xi; Senjie Jin; Xiaoran Fan; Yuhao Zhou; Yanwei Fu 001; Tao Ji; Tao Gui; et al. (CoRR, 2025)

Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination. - Mingqi Wu; Zhihao Zhang 002; Qiaole Dong; Zhiheng Xi; Jun Zhao 019; Senjie Jin; Xiaoran Fan; Yuhao Zhou; Yanwei Fu 001; Qin Liu 010; Songyang Zhang; Qi Zhang 001 (CoRR, 2025)