2023
DecompX: Explaining Transformers Decisions by Propagating Token Decomposition
ACL 2023long
An emerging solution for explaining Transformer-based models is to use vector-based analysis on how the representations are formed. However, providing a faithful vector-based explanation for a multi-layer model could be challenging in three aspects: (1) Incorporating all components into the analysis…