Large Language Model Alignment: A Survey. - Tianhao Shen; Renren Jin; Yufei Huang 005; Chuang Liu 009; Weilong Dong; Zishan Guo; Xinwei Wu 001; Yan Liu; Deyi Xiong (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)

CToolEval: A Chinese Benchmark for LLM-Powered Agent Evaluation in Real-World API Interactions. - Zishan Guo; Yufei Huang 005; Deyi Xiong (ACL (Findings), 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; Liutao Liutao; Deyi Xiong (ACL (Findings), 2024)

CBBQ: A Chinese Bias Benchmark Dataset Curated with Human-AI Collaboration for Large Language Models. - Yufei Huang 005; Deyi Xiong (LREC/COLING, 2024)

IT2ACL Learning Easy-to-Hard Instructions via 2-Phase Automated Curriculum Learning for Large Language Models. - Yufei Huang 005; Deyi Xiong (LREC/COLING, 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)