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Jingang Wang

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What Makes Quantization for Large Language Models Hard? An Empirical Study from the Lens of Perturbation

Mar 11, 2024
Zhuocheng Gong, Jiahao Liu, Jingang Wang, Xunliang Cai, Dongyan Zhao, Rui Yan

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Beyond the Known: Investigating LLMs Performance on Out-of-Domain Intent Detection

Mar 04, 2024
Pei Wang, Keqing He, Yejie Wang, Xiaoshuai Song, Yutao Mou, Jingang Wang, Yunsen Xian, Xunliang Cai, Weiran Xu

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C-ICL: Contrastive In-context Learning for Information Extraction

Feb 17, 2024
Ying Mo, Jian Yang, Jiahao Liu, Shun Zhang, Jingang Wang, Zhoujun Li

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DolphCoder: Echo-Locating Code Large Language Models with Diverse and Multi-Objective Instruction Tuning

Feb 14, 2024
Yejie Wang, Keqing He, Guanting Dong, Pei Wang, Weihao Zeng, Muxi Diao, Yutao Mou, Mengdi Zhang, Jingang Wang, Xunliang Cai, Weiran Xu

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Improving Input-label Mapping with Demonstration Replay for In-context Learning

Oct 30, 2023
Zhuocheng Gong, Jiahao Liu, Qifan Wang, Jingang Wang, Xunliang Cai, Dongyan Zhao, Rui Yan

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Retrieval-based Knowledge Transfer: An Effective Approach for Extreme Large Language Model Compression

Oct 24, 2023
Jiduan Liu, Jiahao Liu, Qifan Wang, Jingang Wang, Xunliang Cai, Dongyan Zhao, Ran Lucien Wang, Rui Yan

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APP: Adaptive Prototypical Pseudo-Labeling for Few-shot OOD Detection

Oct 20, 2023
Pei Wang, Keqing He, Yutao Mou, Xiaoshuai Song, Yanan Wu, Jingang Wang, Yunsen Xian, Xunliang Cai, Weiran Xu

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Large Language Models Meet Open-World Intent Discovery and Recognition: An Evaluation of ChatGPT

Oct 16, 2023
Xiaoshuai Song, Keqing He, Pei Wang, Guanting Dong, Yutao Mou, Jingang Wang, Yunsen Xian, Xunliang Cai, Weiran Xu

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mCL-NER: Cross-Lingual Named Entity Recognition via Multi-view Contrastive Learning

Aug 17, 2023
Ying Mo, Jian Yang, Jiahao Liu, Qifan Wang, Ruoyu Chen, Jingang Wang, Zhoujun Li

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