Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models ACL

Zihao Lin | Mohammad Beigi | Hongxuan Li | Yufan Zhou | Yuxiang Zhang | Qifan Wang | Wenpeng Yin | Lifu Huang |

Holistic Evaluation for Interleaved Text-and-Image Generation EMNLP

Minqian Liu | Zhiyang Xu | Zihao Lin | Trevor Ashby | Joy Rimchala | Jiaxin Zhang | Lifu Huang |

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 |

InternalInspector I2: Robust Confidence Estimation in LLMs through Internal States F i n d i n g s - E M N L P

Mohammad Beigi | Ying Shen | Runing Yang | Zihao Lin | Qifan Wang | Ankith Mohan | Jianfeng He | Ming Jin | Chang-Tien Lu | Lifu Huang |

MMedAgent: Learning to Use Medical Tools with Multi-modal Agent F i n d i n g s - E M N L P

Binxu Li | Tiankai Yan | Yuanting Pan | Jie Luo | Ruiyang Ji | Jiayuan Ding | Zhe Xu | Shilong Liu | Haoyu Dong | Zihao Lin | Yixin Wang |