DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings

Yung-Sung Chuang, Rumen Dangovski, Hongyin Luo, Yang Zhang, Shiyu Chang, Marin Soljacic, Shang-wen Li 0001, Scott Yih, Yoon Kim, James R. Glass. DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings. In Marine Carpuat, Marie-Catherine de Marneffe, Iván Vladimir Meza Ruíz, editors, Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2022, Seattle, WA, United States, July 10-15, 2022. pages 4207-4218, Association for Computational Linguistics, 2022. [doi]

Authors

Yung-Sung Chuang

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Rumen Dangovski

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Hongyin Luo

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Yang Zhang

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Shiyu Chang

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Marin Soljacic

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Shang-wen Li 0001

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Scott Yih

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Yoon Kim

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James R. Glass

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