attribution-methods
There are 14 repositories under attribution-methods topic.
inseq-team/inseq
Interpretability for sequence generation models 🐛 🔍
Julia-XAI/ExplainableAI.jl
Explainable AI in Julia.
Piyushi-0/ACE
Code for our ICML '19 paper: Neural Network Attributions: A Causal Perspective.
frankaging/BERT-LRP
On Explaining Your Explanations of BERT: An Empirical Study with Sequence Classification
shinkyo0513/Towards-Visually-Explaining-Video-Understanding-Networks-With-Perturbation
Attribution (or visual explanation) methods for understanding video classification networks. Demo codes for WACV2021 paper: Towards Visually Explaining Video Understanding Networks with Perturbation.
evanseitz/squid-nn
surrogate quantitative interpretability for deepnets
Betswish/MIRAGE
Easy-to-use MIRAGE code for faithful answer attribution in RAG applications. Paper: https://arxiv.org/abs/2406.13663
sukrutrao/Attribution-Evaluation
Code for the paper: Towards Better Understanding Attribution Methods. CVPR 2022.
saurabheights/ROAR
Metrics for evaluating interpretability methods.
shinkyo0513/Spatio-Temporal-Perturbations-for-Video-Attribution
The source code for the journal paper: Spatio-Temporal Perturbations for Video Attribution, TCSVT-2021
evanseitz/squid-manuscript
squid repository for manuscript analysis
jordan7186/GAtt
Source code for the GAtt method in "Revisiting Attention Weights as Interpretations of Message-Passing Neural Networks".
kgourgou/setfit-integrated-gradients
Hacking SetFit so that it works with integrated gradients.
Piyushi-0/SEA-NN
Code for our AISTATS '22 paper: Improving Attribution Methods by Learning Submodular Functions.