conftrace_

feature attribution

280 papers

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Also known as

FA

Co-occurring keywords

model interpretability (519) explainable ai (480) shapley value (206) model explanation (155) neural network (6616) text classification (6793) explainable artificial intelligence (130) neural network interpretability (114) integrated gradient (71) attribution method (79)

Papers

Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information NIPS 2021
Adaptive wavelet distillation from neural networks through interpretations NIPS 2021
CoFrNets: Interpretable Neural Architecture Inspired by Continued Fractions NIPS 2021
Explaining Latent Representations with a Corpus of Examples NIPS 2021
Look at the Variance! Efficient Black-box Explanations with Sobol-based Sensitivity Analysis NIPS 2021
Towards Rigorous Interpretations: a Formalisation of Feature Attribution ICML 2021
Explaining Explanations: Axiomatic Feature Interactions for Deep Networks JMLR 2021
What does LIME really see in images? ICML 2021
Error Causal inference for Multi-Fusion models NAACL 2021
ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping NIPS 2020
Neuron Shapley: Discovering the Responsible Neurons NIPS 2020
Debugging Tests for Model Explanations NIPS 2020
ML-LOO: Detecting Adversarial Examples with Feature Attribution AAAI 2020
The Shapley Taylor Interaction Index ICML 2020
Robust and Stable Black Box Explanations ICML 2020
Concise Explanations of Neural Networks using Adversarial Training ICML 2020
A Survey of the State of Explainable AI for Natural Language Processing AACL 2020
DeepCoDA: personalized interpretability for compositional health data ICML 2020
Evaluating and Aggregating Feature-based Model Explanations IJCAI 2020
Learning Deep Attribution Priors Based On Prior Knowledge NIPS 2020
Inserting Information Bottlenecks for Attribution in Transformers EMNLP 2020
The elephant in the interpretability room: Why use attention as explanation when we have saliency methods? EMNLP 2020
A Diagnostic Study of Explainability Techniques for Text Classification EMNLP 2020
Structured Self-Attention Weights Encode Semantics in Sentiment Analysis EMNLP 2020
Asymmetric Shapley values: incorporating causal knowledge into model-agnostic explainability NIPS 2020