Efficient Shapley Values Estimation by Amortization for Text Classification

Chenghao Yang, Fan Yin, He He 0001, Kai-Wei Chang, Xiaofei Ma, Bing Xiang. Efficient Shapley Values Estimation by Amortization for Text Classification. In Anna Rogers, Jordan L. Boyd-Graber, Naoaki Okazaki, editors, Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023. pages 8666-8680, Association for Computational Linguistics, 2023. [doi]

@inproceedings{YangY0CMX23,
  title = {Efficient Shapley Values Estimation by Amortization for Text Classification},
  author = {Chenghao Yang and Fan Yin and He He 0001 and Kai-Wei Chang and Xiaofei Ma and Bing Xiang},
  year = {2023},
  url = {https://aclanthology.org/2023.acl-long.483},
  researchr = {https://researchr.org/publication/YangY0CMX23},
  cites = {0},
  citedby = {0},
  pages = {8666-8680},
  booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023},
  editor = {Anna Rogers and Jordan L. Boyd-Graber and Naoaki Okazaki},
  publisher = {Association for Computational Linguistics},
  isbn = {978-1-959429-72-2},
}