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 |

VIEScore: Towards Explainable Metrics for Conditional Image Synthesis Evaluation ACL

Max Ku | Dongfu Jiang | Cong Wei | Xiang Yue | Wenhu Chen |

Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language Models F i n d i n g s - A C L

Alfonso Amayuelas | Kyle Wong | Liangming Pan | Wenhu Chen | William Yang Wang |

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 |

Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering F i n d i n g s - E M N L P

Yubo Wang | Xueguang Ma | Wenhu Chen |

Unifying Multimodal Retrieval via Document Screenshot Embedding EMNLP

Xueguang Ma | Sheng-Chieh Lin | Minghan Li | Wenhu Chen | Jimmy Lin |