CS2W: A Chinese Spoken-to-Written Style Conversion Dataset with Multiple Conversion Types. - Zishan Guo; Linhao Yu; Minghui Xu; Renren Jin; Deyi Xiong (EMNLP, 2023)

M3KE: A Massive Multi-Level Multi-Subject Knowledge Evaluation Benchmark for Chinese Large Language Models. - Chuang Liu 009; Renren Jin; Yuqi Ren; Linhao Yu; Tianyu Dong; Xiaohan Peng; Shuting Zhang; Jianxiang Peng; Peiyi Zhang; Qingqing Lyu; Xiaowen Su; Qun Liu 001; et al. (CoRR, 2023)

Evaluating Large Language Models: A Comprehensive Survey. - Zishan Guo; Renren Jin; Chuang Liu 009; Yufei Huang 005; Dan Shi 001; Supryadi; Linhao Yu; Yan Liu; Jiaxuan Li; Bojian Xiong; Deyi Xiong (CoRR, 2023)

CMoralEval: A Moral Evaluation Benchmark for Chinese Large Language Models. - Linhao Yu; Yongqi Leng; Yufei Huang 005; Shang Wu; Haixin Liu; Xinmeng Ji; Jiahui Zhao; Jinwang Song; Tingting Cui; Xiaoqing Cheng; Liutao Liutao; Deyi Xiong (ACL (Findings), 2024)

LFED: A Literary Fiction Evaluation Dataset for Large Language Models. - Linhao Yu; Qun Liu 001; Deyi Xiong (LREC/COLING, 2024)

Identifying Multiple Personalities in Large Language Models with External Evaluation. - Xiaoyang Song; Yuta Adachi; Jessie Feng; Mouwei Lin; Linhao Yu; Frank Li 007; Akshat Gupta; Gopala Anumanchipalli; Simerjot Kaur (CoRR, 2024)

OpenEval: Benchmarking Chinese LLMs across Capability, Alignment and Safety. - Chuang Liu 009; Linhao Yu; Jiaxuan Li; Renren Jin; Yufei Huang 005; Ling Shi; Junhui Zhang; Xinmeng Ji; Tingting Cui; Tao Liu; Jinwang Song; Hongying Zan; et al. (CoRR, 2024)

CMoralEval: A Moral Evaluation Benchmark for Chinese Large Language Models. - Linhao Yu; Yongqi Leng; Yufei Huang 005; Shang Wu; Haixin Liu; Xinmeng Ji; Jiahui Zhao; Jinwang Song; Tingting Cui; Xiaoqing Cheng; Tao Liu; Deyi Xiong (CoRR, 2024)

Large Language Model Safety: A Holistic Survey. - Dan Shi 001; Tianhao Shen; Yufei Huang 005; Zhigen Li; Yongqi Leng; Renren Jin; Chuang Liu 009; Xinwei Wu 001; Zishan Guo; Linhao Yu; Ling Shi; Bojian Jiang; et al. (CoRR, 2024)

TUNA: Comprehensive Fine-grained Temporal Understanding Evaluation on Dense Dynamic Videos. - Fanheng Kong; Jingyuan Zhang; Hongzhi Zhang; Shi Feng 001; Daling Wang; Linhao Yu; Xingguang Ji; Yu Tian; Victoria W.; Fuzheng Zhang (ACL (1), 2025)

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search. - Linhao Yu; Xingguang Ji; Yahui Liu; Fanheng Kong; Chenxi Sun; Jingyuan Zhang; Hongzhi Zhang; Victoria W.; Fuzheng Zhang; Deyi Xiong (ACL (1), 2025)

Self-Pluralising Culture Alignment for Large Language Models. - Shaoyang Xu; Yongqi Leng; Linhao Yu; Deyi Xiong (NAACL (Long Papers), 2025)

TUNA: Comprehensive Fine-grained Temporal Understanding Evaluation on Dense Dynamic Videos. - Fanheng Kong; Jingyuan Zhang; Hongzhi Zhang; Shi Feng 001; Daling Wang; Linhao Yu; Xingguang Ji; Yu Tian; Qi Wang; Fuzheng Zhang (CoRR, 2025)

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search. - Linhao Yu; Xinguang Ji; Yahui Liu; Fanheng Kong; Chenxi Sun; Jingyuan Zhang; Hongzhi Zhang; V. W.; Fuzheng Zhang; Deyi Xiong (CoRR, 2025)