Joseph Enguehard

Sequential Integrated Gradients: a simple but effective method for explaining language models

2023 · arXiv (Cornell University)

Several explanation methods such as Integrated Gradients (IG) can be characterised as path-based methods, as they rely on a straight line between the data and an uninformative baseline. However, when applied to language models, these …