InsCL: A Data-efficient Continual Learning Paradigm for Fine-tuning Large Language Models with Instructions NAACL

Yifan Wang | Yafei Liu | Chufan Shi | Haoling Li | Chen Chen | Haonan Lu | Yujiu Yang |

ToolBeHonest: A Multi-level Hallucination Diagnostic Benchmark for Tool-Augmented Large Language Models EMNLP

Yuxiang Zhang | Jing Chen | Junjie Wang | Yaxin Liu | Cheng Yang | Chufan Shi | Xinyu Zhu | Zihao Lin | Hanwen Wan | Yujiu Yang | Tetsuya Sakai | Tian Feng | Hayato Yamana |

A Thorough Examination of Decoding Methods in the Era of LLMs EMNLP

Chufan Shi | Haoran Yang | Deng Cai | Zhisong Zhang | Yifan Wang | Yujiu Yang | Wai Lam |