BotChat: Evaluating LLMs’ Capabilities of Having Multi-Turn Dialogues F i n d i n g s - N A A C L

Haodong Duan | Jueqi Wei | Chonghua Wang | Hongwei Liu | Yixiao Fang | Songyang Zhang | Dahua Lin | Kai Chen |

Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarks NAACL

Chonghua Wang | Haodong Duan | Songyang Zhang | Dahua Lin | Kai Chen |

MathBench: Evaluating the Theory and Application Proficiency of LLMs with a Hierarchical Mathematics Benchmark F i n d i n g s - A C L

Hongwei Liu | Zilong Zheng | Yuxuan Qiao | Haodong Duan | Zhiwei Fei | Fengzhe Zhou | Wenwei Zhang | Songyang Zhang | Dahua Lin | Kai Chen |

ProSA: Assessing and Understanding the Prompt Sensitivity of LLMs F i n d i n g s - E M N L P

Jingming Zhuo | Songyang Zhang | Xinyu Fang | Haodong Duan | Dahua Lin | Kai Chen |