Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity. - Cunxiang Wang; Xiaoze Liu; Yuanhao Yue; Xiangru Tang; Tianhang Zhang; Cheng Jiayang; Yunzhi Yao; Wenyang Gao; Xuming Hu; Zehan Qi; Yidong Wang 003; Linyi Yang; et al. (CoRR, 2023)

Preemptive Answer "Attacks" on Chain-of-Thought Reasoning. - Rongwu Xu; Zehan Qi; Wei Xu 039 (ACL (Findings), 2024)

NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Queries. - Shudan Zhang; Hanlin Zhao; Xiao Liu 036; Qinkai Zheng; Zehan Qi; Xiaotao Gu; Yuxiao Dong; Jie Tang 001 (ACL (Findings), 2024)

LONG²RAG: Evaluating Long-Context & Long-Form Retrieval-Augmented Generation with Key Point Recall. - Zehan Qi; Rongwu Xu; Zhijiang Guo; Cunxiang Wang; Hao Zhang; Wei Xu 039 (EMNLP (Findings), 2024)

Knowledge Conflicts for LLMs: A Survey. - Rongwu Xu; Zehan Qi; Zhijiang Guo; Cunxiang Wang; Hongru Wang 003; Yue Zhang 004; Wei Xu 039 (EMNLP, 2024)

Walking in Others' Shoes: How Perspective-Taking Guides Large Language Models in Reducing Toxicity and Bias. - Rongwu Xu; Zi'an Zhou; Tianwei Zhang 004; Zehan Qi; Su Yao; Ke Xu 002; Wei Xu 039; Han Qiu 001 (EMNLP, 2024)

Bias and Volatility: A Statistical Framework for Evaluating Large Language Model's Stereotypes and the Associated Generation Inconsistency. - Yiran Liu; Ke Yang; Zehan Qi; Xiao Liu; Yang Yu; Cheng Xiang Zhai (NeurIPS, 2024)

MR-Ben: A Meta-Reasoning Benchmark for Evaluating System-2 Thinking in LLMs. - Zhongshen Zeng; Yinhong Liu; Yingjia Wan; Jingyao Li; Pengguang Chen; Jianbo Dai; Yuxuan Yao; Rongwu Xu; Zehan Qi; Wanru Zhao; Linling Shen; Jianqiao Lu; et al. (NeurIPS, 2024)

Prejudice and Caprice: A Statistical Framework for Measuring Social Discrimination in Large Language Models. - Yiran Liu; Ke Yang; Zehan Qi; Xiao Liu; Yang Yu; Chengxiang Zhai (CoRR, 2024)

Knowledge Conflicts for LLMs: A Survey. - Rongwu Xu; Zehan Qi; Cunxiang Wang; Hongru Wang 003; Yue Zhang 004; Wei Xu 039 (CoRR, 2024)

NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Prompts. - Shudan Zhang; Hanlin Zhao; Xiao Liu 036; Qinkai Zheng; Zehan Qi; Xiaotao Gu; Xiaohan Zhang; Yuxiao Dong; Jie Tang 001 (CoRR, 2024)

ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools. - Aohan Zeng; Bin Xu 001; Bowen Wang; Chenhui Zhang; Da Yin; Diego Rojas; Guanyu Feng; Hanlin Zhao; Hanyu Lai; Hao Yu 030; Hongning Wang; Jiadai Sun; et al. (CoRR, 2024)

MR-BEN: A Comprehensive Meta-Reasoning Benchmark for Large Language Models. - Zhongshen Zeng; Yinhong Liu; Yingjia Wan; Jingyao Li; Pengguang Chen; Jianbo Dai; Yuxuan Yao; Rongwu Xu; Zehan Qi; Wanru Zhao; Linling Shen; Jianqiao Lu; et al. (CoRR, 2024)

DebateQA: Evaluating Question Answering on Debatable Knowledge. - Rongwu Xu; Xuan Qi; Zehan Qi; Wei Xu 039; Zhijiang Guo (CoRR, 2024)

VisualAgentBench: Towards Large Multimodal Models as Visual Foundation Agents. - Xiao Liu 036; Tianjie Zhang; Yu Gu 016; Iat Long Iong; Yifan Xu; Xixuan Song; Shudan Zhang; Hanyu Lai; Xinyi Liu; Hanlin Zhao; Jiadai Sun; Xinyue Yang; et al. (CoRR, 2024)

Long2RAG: Evaluating Long-Context & Long-Form Retrieval-Augmented Generation with Key Point Recall. - Zehan Qi; Rongwu Xu; Zhijiang Guo; Cunxiang Wang; Hao Zhang; Wei Xu 039 (CoRR, 2024)

AutoGLM: Autonomous Foundation Agents for GUIs. - Xiao Liu 036; Bo Qin; Dongzhu Liang; Guang Dong; Hanyu Lai; Hanchen Zhang; Hanlin Zhao; Iat Long Iong; Jiadai Sun; Jiaqi Wang; Junjie Gao; Junjun Shan; et al. (CoRR, 2024)

WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning. - Zehan Qi; Xiao Liu 036; Iat Long Iong; Hanyu Lai; Xueqiao Sun; Wenyi Zhao; Yu Yang; Xinyue Yang; Jiadai Sun; Shuntian Yao; Tianjie Zhang; Wei Xu 017; et al. (CoRR, 2024)

A Survey of Post-Training Scaling in Large Language Models. - Hanyu Lai; Xiao Liu 036; Junjie Gao; Jiale Cheng; Zehan Qi; Yifan Xu; Shuntian Yao; Dan Zhang; Jinhua Du; Zhenyu Hou; Xin Lv; Minlie Huang; et al. (ACL (1), 2025)

VisualAgentBench: Towards Large Multimodal Models as Visual Foundation Agents. - Xiao Liu 036; Tianjie Zhang; Yu Gu 016; Iat Long Iong; Xixuan Song; Yifan Xu; Shudan Zhang; Hanyu Lai; Jiadai Sun; Xinyue Yang; Yu Yang; Zehan Qi; et al. (ICLR, 2025)

WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning. - Zehan Qi; Xiao Liu 036; Iat Long Iong; Hanyu Lai; Xueqiao Sun; Jiadai Sun; Xinyue Yang; Yu Yang; Shuntian Yao; Wei Xu 017; Jie Tang 001; Yuxiao Dong (ICLR, 2025)

AgentRL: Scaling Agentic Reinforcement Learning with a Multi-Turn, Multi-Task Framework. - Hanchen Zhang; Xiao Liu 036; Bowen Lv; Xueqiao Sun; Bohao Jing; Iat Long Iong; Zhenyu Hou; Zehan Qi; Hanyu Lai; Yifan Xu; Rui Lu; Hongning Wang; et al. (CoRR, 2025)