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Shaohan Huang

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$Se^2$: Sequential Example Selection for In-Context Learning

Mar 06, 2024
Haoyu Liu, Jianfeng Liu, Shaohan Huang, Yuefeng Zhan, Hao Sun, Weiwei Deng, Furu Wei, Qi Zhang

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ResLoRA: Identity Residual Mapping in Low-Rank Adaption

Feb 28, 2024
Shuhua Shi, Shaohan Huang, Minghui Song, Zhoujun Li, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang

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The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits

Feb 27, 2024
Shuming Ma, Hongyu Wang, Lingxiao Ma, Lei Wang, Wenhui Wang, Shaohan Huang, Li Dong, Ruiping Wang, Jilong Xue, Furu Wei

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HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition

Feb 24, 2024
Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang

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$\texttt{Se}^2$: $\textit{Se}$quential Example $\textit{Se}$lection for In-Context Learning

Feb 21, 2024
Haoyu Liu, Jianfeng Liu, Shaohan Huang, Yuefeng Zhan, Hao Sun, Weiwei Deng, Furu Wei, Qi Zhang

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Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models

Feb 20, 2024
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

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Text Diffusion with Reinforced Conditioning

Feb 19, 2024
Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang

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Improving Domain Adaptation through Extended-Text Reading Comprehension

Jan 18, 2024
Ting Jiang, Shaohan Huang, Shengyue Luo, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang, Deqing Wang, Fuzhen Zhuang

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Democratizing Reasoning Ability: Tailored Learning from Large Language Model

Oct 20, 2023
Zhaoyang Wang, Shaohan Huang, Yuxuan Liu, Jiahai Wang, Minghui Song, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang

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