Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient Fine-Tuning F i n d i n g s - N A A C L

Shuai Zhao | Leilei Gan | Anh Tuan Luu | Jie Fu | Lingjuan Lyu | Meihuizi Jia | Jinming Wen |

Unlocking Emergent Modularity in Large Language Models NAACL

Zihan Qiu | Zeyu Huang | Jie Fu |

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 |

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 |

HyperMoE: Towards Better Mixture of Experts via Transferring Among Experts ACL

Hao Zhao | Zihan Qiu | Huijia Wu | Zili Wang | Zhaofeng He | Jie Fu |

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 |

Unlocking Continual Learning Abilities in Language Models F i n d i n g s - E M N L P

Wenyu Du | Shuang Cheng | Tongxu Luo | Zihan Qiu | Zeyu Huang | Ka Chun Cheung | Reynold Cheng | Jie Fu |

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 |

LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing EMNLP

Jiangshu Du | Yibo Wang | Wenting Zhao | Zhongfen Deng | Shuaiqi Liu | Renze Lou | Henry Peng Zou | Pranav Narayanan Venkit | Nan Zhang | Mukund Srinath | Haoran Ranran Zhang | Vipul Gupta | Yinghui Li | Tao Li | Fei Wang | Qin Liu | Tianlin Liu | Pengzhi Gao | Congying Xia | Chen Xing | Cheng Jiayang | Zhaowei Wang | Ying Su | Raj Sanjay Shah | Ruohao Guo | Jing Gu | Haoran Li | Kangda Wei | Zihao Wang | Lu Cheng | Surangika Ranathunga | Meng Fang | Jie Fu | Fei Liu | Ruihong Huang | Eduardo Blanco | Yixin Cao | Rui Zhang | Philip S. Yu | Wenpeng Yin |