MusTQ: A Temporal Knowledge Graph Question Answering Dataset for Multi-Step Temporal Reasoning F i n d i n g s - A C L

Tingyi Zhang | Jiaan Wang | Zhixu Li | Jianfeng Qu | An Liu | Zhigang Chen | Hongping Zhi |

GeoAgent: To Empower LLMs using Geospatial Tools for Address Standardization F i n d i n g s - A C L

Chenghua Huang | Shisong Chen | Zhixu Li | Jianfeng Qu | Yanghua Xiao | Jiaxin Liu | Zhigang Chen |

HOTVCOM: Generating Buzzworthy Comments for Videos F i n d i n g s - A C L

Yuyan Chen | Songzhou Yan | Qingpei Guo | Jiyuan Jia | Zhixu Li | Yanghua Xiao |

CONSTRUCTURE: Benchmarking CONcept STRUCTUre REasoning for Multimodal Large Language Models F i n d i n g s - E M N L P

Zhiwei Zha | Xiangru Zhu | Yuanyi Xu | Chenghua Huang | Jingping Liu | Zhixu Li | Xuwu Wang | Yanghua Xiao | Bei Yang | Xiaoxiao Xu |

AutoScraper: A Progressive Understanding Web Agent for Web Scraper Generation EMNLP

Wenhao Huang | Zhouhong Gu | Chenghao Peng | Jiaqing Liang | Zhixu Li | Yanghua Xiao | Liqian Wen | Zulong Chen |

ESC-Eval: Evaluating Emotion Support Conversations in Large Language Models EMNLP

Haiquan Zhao | Lingyu Li | Shisong Chen | Shuqi Kong | Jiaan Wang | Kexin Huang | Tianle Gu | Yixu Wang | Jian Wang | Liang Dandan | Zhixu Li | Yan Teng | Yanghua Xiao | Yingchun Wang |

Is There a One-Model-Fits-All Approach to Information Extraction? Revisiting Task Definition Biases F i n d i n g s - E M N L P

Wenhao Huang | Qianyu He | Zhixu Li | Jiaqing Liang | Yanghua Xiao |