출판 Decomposed Meta-Learning for Few-Shot Sequence Labeling Tingting Ma, Qianhui Wu, Huiqiang Jiang, Jieru Lin, Börje F. Karlsson, Tiejun Zhao, Chin-Yew Lin IEEE/ACM Transactions on Audio, Speech, and Language Processing | March 2024, pp. 1980-1993 프로젝트
출판 Key-Point-Driven Data Synthesis with its Enhancement on Mathematical Reasoning Yiming Huang, Xiao Liu, Yeyun Gong, Zhibin Gou, Yelong Shen, Nan Duan, Weizhu Chen March 2024 arXiv | March 2024
출판 ResLoRA: Identity Residual Mapping in Low-Rank Adaption Shuhua Shi, Shaohan Huang, Minghui Song, Zhoujun Li, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang February 2024 arXiv | February 2024
출판 The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits Shuming Ma, Hongyu Wang, Lingxiao Ma, Lei Wang, Wenhui Wang, Shaohan Huang, Lifeng Dong, Ruiping Wang, Jilong Xue, Furu Wei February 2024 arXiv | February 2024 Work in progress
출판 Towards Optimal Learning of Language Models Yuxian Gu, Li Dong, Yaru Hao, Qingxiu Dong, Minlie Huang, Furu Wei February 2024 February 2024
출판 Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models Tianyi Tang, Wenyang Luo, Haoyang Huang, Dongdong Zhang, Xiaolei Wang, Xin Zhao, Furu Wei, Ji-Rong Wen ACL 2024 | February 2024
출판 DyVal 2: Dynamic Evaluation of Large Language Models by Meta Probing Agents Kaijie Zhu, Jindong Wang, Qinlin Zhao, Ruochen Xu, Xing Xie ICML 2024 | February 2024
출판 LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens Yiran Ding, Li Lyna Zhang, Chengruidong Zhang, Yuanyuan Xu, Ning Shang, Jiahang Xu, Fan Yang, Mao Yang ICML 2024 | February 2024 Github
출판 Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models Haoran Li, Qingxiu Dong, Zhengyang Tang, Chaojun Wang, Xingxing Zhang, Haoyang Huang, Shaohan Huang, Xiaolong Huang, Zeqiang Huang, Dongdong Zhang, Yuxian Gu, Xin Cheng, Xun Wang, Si-Qing Chen, Li Dong, Wei Lu, Zhifang Sui, Benyou Wang, Wai Lam, Furu Wei February 2024 arXiv | February 2024 Work in progress
출판 Slot-VLM: SlowFast Slots for Video-Language Modeling Jiaqi Xu, Cuiling Lan, Wenxuan Xie, Xuejin Chen, Yan Lu NeurIPS 2024 | February 2024
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