MusiLingo: Bridging Music and Text with Pre-trained Language Models for Music Captioning and Query Response F i n d i n g s - N A A C L

Zihao Deng | Yinghao Ma | Yudong Liu | Rongchen Guo | Ge Zhang | Wenhu Chen | Wenhao Huang | Emmanouil Benetos |

RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models F i n d i n g s - A C L

Noah Wang | Z.y. Peng | Haoran Que | Jiaheng Liu | Wangchunshu Zhou | Yuhan Wu | Hongcheng Guo | Ruitong Gan | Zehao Ni | Jian Yang | Man Zhang | Zhaoxiang Zhang | Wanli Ouyang | Ke Xu | Wenhao Huang | Jie Fu | Junran Peng |

CIF-Bench: A Chinese Instruction-Following Benchmark for Evaluating the Generalizability of Large Language Models F i n d i n g s - A C L

Yizhi Li | Ge Zhang | Xingwei Qu | Jiali Li | Zhaoqun Li | Noah Wang | Hao Li | Ruibin Yuan | Yinghao Ma | Kai Zhang | Wangchunshu Zhou | Yiming Liang | Lei Zhang | Lei Ma | Jiajun Zhang | Zuowen Li | Wenhao Huang | Chenghua Lin | Jie Fu |

SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval F i n d i n g s - A C L

Siwei Wu | Yizhi Li | Kang Zhu | Ge Zhang | Yiming Liang | Kaijing Ma | Chenghao Xiao | Haoran Zhang | Bohao Yang | Wenhu Chen | Wenhao Huang | Noura Al Moubayed | Jie Fu | Chenghua Lin |

ChatMusician: Understanding and Generating Music Intrinsically with LLM F i n d i n g s - A C L

Ruibin Yuan | Hanfeng Lin | Yi Wang | Zeyue Tian | Shangda Wu | Tianhao Shen | Ge Zhang | Yuhang Wu | Cong Liu | Ziya Zhou | Liumeng Xue | Ziyang Ma | Qin Liu | Tianyu Zheng | Yizhi Li | Yinghao Ma | Yiming Liang | Xiaowei Chi | Ruibo Liu | Zili Wang | Chenghua Lin | Qifeng Liu | Tao Jiang | Wenhao Huang | Wenhu Chen | Jie Fu | Emmanouil Benetos | Gus Xia | Roger Dannenberg | Wei Xue | Shiyin Kang | Yike Guo |

PsychoGAT: A Novel Psychological Measurement Paradigm through Interactive Fiction Games with LLM Agents ACL

Qisen Yang | Zekun Wang | Honghui Chen | Shenzhi Wang | Yifan Pu | Xin Gao | Wenhao Huang | Shiji Song | Gao Huang |

MMTE: Corpus and Metrics for Evaluating Machine Translation Quality of Metaphorical Language EMNLP

Shun Wang | Ge Zhang | Han Wu | Tyler Loakman | Wenhao Huang | Chenghua Lin |

DetectBench: Can Large Language Model Detect and Piece Together Implicit Evidence? F i n d i n g s - E M N L P

Zhouhong Gu | Lin Zhang | Xiaoxuan Zhu | Jiangjie Chen | Wenhao Huang | Yikai Zhang | Shusen Wang | Zheyu Ye | Yan Gao | Hongwei Feng | Yanghua Xiao |

PositionID: LLMs can Control Lengths, Copy and Paste with Explicit Positional Awareness F i n d i n g s - E M N L P

Noah Wang | Feiyu Duan | Yibo Zhang | Wangchunshu Zhou | Ke Xu | Wenhao Huang | Jie Fu |

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 |

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 |