There are 0 repository under attribution-methods topic.
Interpretability for sequence generation models 🐛 🔍
Explainable AI in Julia.
On Explaining Your Explanations of BERT: An Empirical Study with Sequence Classification
Attribution (or visual explanation) methods for understanding video classification networks. Demo codes for WACV2021 paper: Towards Visually Explaining Video Understanding Networks with Perturbation.
Code for the paper: Towards Better Understanding Attribution Methods. CVPR 2022.
Metrics for evaluating interpretability methods.
Easy-to-use MIRAGE code for faithful answer attribution in RAG applications. Paper: https://arxiv.org/abs/2406.13663
The source code for the journal paper: Spatio-Temporal Perturbations for Video Attribution, TCSVT-2021
squid repository for manuscript analysis
Source code for the GAtt method in "Revisiting Attention Weights as Interpretations of Message-Passing Neural Networks".
Hacking SetFit so that it works with integrated gradients.
Code for our AISTATS '22 paper: Improving Attribution Methods by Learning Submodular Functions.