DecompX: Explaining Transformers Decisions by Propagating Token Decomposition

Ali Modarressi, Mohsen Fayyaz, Ehsan Aghazadeh, Yadollah Yaghoobzadeh, Mohammad Taher Pilehvar. DecompX: Explaining Transformers Decisions by Propagating Token Decomposition. 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 2649-2664, Association for Computational Linguistics, 2023. [doi]

Abstract

Abstract is missing.