Hide and Seek in Noise Labels: Noise-Robust Collaborative Active Learning with LLMs-Powered Assistance

Bo Yuan, Yulin Chen, Yin Zhang, Wei Jiang. Hide and Seek in Noise Labels: Noise-Robust Collaborative Active Learning with LLMs-Powered Assistance. In Lun-Wei Ku, Andre Martins, Vivek Srikumar, editors, Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2024, Bangkok, Thailand, August 11-16, 2024. pages 10977-11011, Association for Computational Linguistics, 2024. [doi]

Abstract

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