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 |

AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling ACL

Jun Zhan | Junqi Dai | Jiasheng Ye | Yunhua Zhou | Dong Zhang | Zhigeng Liu | Xin Zhang | Ruibin Yuan | Ge Zhang | Linyang Li | Hang Yan | Jie Fu | Tao Gui | Tianxiang Sun | Yu-Gang Jiang | Xipeng Qiu |

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 |

E2-LLM: Efficient and Extreme Length Extension of Large Language Models F i n d i n g s - A C L

Jiaheng Liu | ZhiqiBai ZhiqiBai | Yuanxing Zhang | Chenchen Zhang | YuangZh YuangZh | Ge Zhang | JiakaiWang JiakaiWang | Haoran Que | Yukang Chen | Wenbo Su | Tiezheng Ge | Jie Fu | Wenhu Chen | Bo Zheng |

OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement F i n d i n g s - A C L

Tianyu Zheng | Ge Zhang | Tianhao Shen | Xueling Liu | Bill Yuchen Lin | Jie Fu | Wenhu Chen | Xiang Yue |

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 |

VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation EMNLP

Xuan He | Dongfu Jiang | Ge Zhang | Max Ku | Achint Soni | Sherman Siu | Haonan Chen | Abhranil Chandra | Ziyan Jiang | Aaran Arulraj | Kai Wang | Quy Duc Do | Yuansheng Ni | Bohan Lyu | Yaswanth Narsupalli | Rongqi Fan | Zhiheng Lyu | Bill Yuchen Lin | Wenhu Chen |

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 |