Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents ACL

Cheng Qian | Bingxiang He | Zhong Zhuang | Jia Deng | Yujia Qin | Xin Cong | Zhong Zhang | Jie Zhou | Yankai Lin | Zhiyuan Liu | Maosong Sun |

DebugBench: Evaluating Debugging Capability of Large Language Models F i n d i n g s - A C L

Runchu Tian | Yining Ye | Yujia Qin | Xin Cong | Yankai Lin | Yinxu Pan | Yesai Wu | Hui Haotian | Liu Weichuan | Zhiyuan Liu | Maosong Sun |

MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization F i n d i n g s - A C L

Zhiyu Yang | Zihan Zhou | Shuo Wang | Xin Cong | Xu Han | Yukun Yan | Zhenghao Liu | Zhixing Tan | Pengyuan Liu | Dong Yu | Zhiyuan Liu | Xiaodong Shi | Maosong Sun |

Experiential Co-Learning of Software-Developing Agents ACL

Chen Qian | Yufan Dang | Jiahao Li | Wei Liu | Zihao Xie | YiFei Wang | Weize Chen | Cheng Yang | Xin Cong | Xiaoyin Che | Zhiyuan Liu | Maosong Sun |

ChatDev: Communicative Agents for Software Development ACL

Chen Qian | Wei Liu | Hongzhang Liu | Nuo Chen | Yufan Dang | Jiahao Li | Cheng Yang | Weize Chen | Yusheng Su | Xin Cong | Juyuan Xu | Dahai Li | Zhiyuan Liu | Maosong Sun |

RepoAgent: An LLM-Powered Open-Source Framework for Repository-level Code Documentation Generation EMNLP

Qinyu Luo | Yining Ye | Shihao Liang | Zhong Zhang | Yujia Qin | Yaxi Lu | Yesai Wu | Xin Cong | Yankai Lin | Yingli Zhang | Xiaoyin Che | Zhiyuan Liu | Maosong Sun |