XDAI: A Tuning-free Framework for Exploiting Pre-trained Language Models in Knowledge Grounded Dialogue Generation. - Jifan Yu; Xiaohan Zhang; Yifan Xu; Xuanyu Lei; Xinyu Guan; Jing Zhang 001; Lei Hou 001; Juanzi Li; Jie Tang 001 (KDD, 2022)

SafetyBench: Evaluating the Safety of Large Language Models with Multiple Choice Questions. - Zhexin Zhang; Leqi Lei; Lindong Wu; Rui Sun; Yongkang Huang; Chong Long; Xiao Liu 036; Xuanyu Lei; Jie Tang 001; Minlie Huang (CoRR, 2023)

CritiqueLLM: Scaling LLM-as-Critic for Effective and Explainable Evaluation of Large Language Model Generation. - Pei Ke; Bosi Wen; Zhuoer Feng; Xiao Liu 036; Xuanyu Lei; Jiale Cheng; Shengyuan Wang 002; Aohan Zeng; Yuxiao Dong; Hongning Wang; Jie Tang 001; Minlie Huang (CoRR, 2023)

AlignBench: Benchmarking Chinese Alignment of Large Language Models. - Xiao Liu 036; Xuanyu Lei; Shengyuan Wang 002; Yue Huang 001; Zhuoer Feng; Bosi Wen; Jiale Cheng; Pei Ke; Yifan Xu; Weng Lam Tam; Xiaohan Zhang; Lichao Sun 001; et al. (CoRR, 2023)

CritiqueLLM: Towards an Informative Critique Generation Model for Evaluation of Large Language Model Generation. - Pei Ke; Bosi Wen; Andrew Feng; Xiao Liu 036; Xuanyu Lei; Jiale Cheng; Shengyuan Wang 002; Aohan Zeng; Yuxiao Dong; Hongning Wang; Jie Tang 001; Minlie Huang (ACL (1), 2024)

AlignBench: Benchmarking Chinese Alignment of Large Language Models. - Xiao Liu 036; Xuanyu Lei; Shengyuan Wang 002; Yue Huang 001; Andrew Feng; Bosi Wen; Jiale Cheng; Pei Ke; Yifan Xu; Weng Lam Tam; Xiaohan Zhang; Lichao Sun 001; et al. (ACL (1), 2024)

SafetyBench: Evaluating the Safety of Large Language Models. - Zhexin Zhang; Leqi Lei; Lindong Wu; Rui Sun; Yongkang Huang; Chong Long; Xiao Liu 036; Xuanyu Lei; Jie Tang 001; Minlie Huang (ACL (1), 2024)

A Cause-Effect Look at Alleviating Hallucination of Knowledge-grounded Dialogue Generation. - Jifan Yu; Xiaohan Zhang; Yifan Xu; Xuanyu Lei; Zijun Yao 002; Jing Zhang 001; Lei Hou 001; Juanzi Li (LREC/COLING, 2024)

AgentBench: Evaluating LLMs as Agents. - Xiao Liu 036; Hao Yu; Hanchen Zhang; Yifan Xu; Xuanyu Lei; Hanyu Lai; Yu Gu 016; Hangliang Ding; Kaiwen Men; Kejuan Yang; Shudan Zhang; Xiang Deng 001; et al. (ICLR, 2024)

Scaffolding Coordinates to Promote Vision-Language Coordination in Large Multi-Modal Models. - Xuanyu Lei; Zonghan Yang; Xinrui Chen; Peng Li 030; Yang Liu 005 (CoRR, 2024)

AIGS: Generating Science from AI-Powered Automated Falsification. - Zijun Liu; Kaiming Liu; Yiqi Zhu; Xuanyu Lei; Zonghan Yang; Zhenhe Zhang; Peng Li 030; Yang Liu 005 (CoRR, 2024)

Scaffolding Coordinates to Promote Vision-Language Coordination in Large Multi-Modal Models. - Xuanyu Lei; Zonghan Yang; Xinrui Chen; Peng Li; Yang Liu (COLING, 2025)

Efficient Dynamic Clustering-Based Document Compression for Retrieval-Augmented-Generation. - Weitao Li; Kaiming Liu; Xiangyu Zhang; Xuanyu Lei; Weizhi Ma; Yang Liu (CoRR, 2025)

Agent-Environment Alignment via Automated Interface Generation. - Kaiming Liu; Xuanyu Lei; Ziyue Wang; Peng Li; Yang Liu (CoRR, 2025)

Writing-RL: Advancing Long-form Writing via Adaptive Curriculum Reinforcement Learning. - Xuanyu Lei; Chenliang Li; Yuning Wu 001; Kaiming Liu; Weizhou Shen; Peng Li 030; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Yang Liu 005 (CoRR, 2025)