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]

@inproceedings{ChuangDLZCS0YKG22,
  title = {DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings},
  author = {Yung-Sung Chuang and Rumen Dangovski and Hongyin Luo and Yang Zhang and Shiyu Chang and Marin Soljacic and Shang-wen Li 0001 and Scott Yih and Yoon Kim and James R. Glass},
  year = {2022},
  url = {https://aclanthology.org/2022.naacl-main.311},
  researchr = {https://researchr.org/publication/ChuangDLZCS0YKG22},
  cites = {0},
  citedby = {0},
  pages = {4207-4218},
  booktitle = {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},
  editor = {Marine Carpuat and Marie-Catherine de Marneffe and Iván Vladimir Meza Ruíz},
  publisher = {Association for Computational Linguistics},
  isbn = {978-1-955917-71-1},
}