TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models ACL

Zheng Chu | Jingchang Chen | Qianglong Chen | Weijiang Yu | Haotian Wang | Ming Liu | Bing Qin |

An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation ACL

Kun Zhu | Xiaocheng Feng | Xiyuan Du | Yuxuan Gu | Weijiang Yu | Haotian Wang | Qianglong Chen | Zheng Chu | Jingchang Chen | Bing Qin |

BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering ACL

Zheng Chu | Jingchang Chen | Qianglong Chen | Haotian Wang | Kun Zhu | Xiyuan Du | Weijiang Yu | Ming Liu | Bing Qin |

Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future ACL

Zheng Chu | Jingchang Chen | Qianglong Chen | Weijiang Yu | Tao He | Haotian Wang | Weihua Peng | Ming Liu | Bing Qin | Ting Liu |

Towards Benchmarking Situational Awareness of Large Language Models:Comprehensive Benchmark, Evaluation and Analysis F i n d i n g s - E M N L P

Guo Tang | Zheng Chu | Wenxiang Zheng | Ming Liu | Bing Qin |