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

The Many Shapley Values for Model Explanation ICML 2020
Smoothed Geometry for Robust Attribution NIPS 2020
Considering Likelihood in NLP Classification Explanations with Occlusion and Language Modeling ACL 2020
Fairwashing explanations with off-manifold detergent ICML 2020
There and Back Again: Revisiting Backpropagation Saliency Methods CVPR 2020
AI Explainability 360: An Extensible Toolkit for Understanding Data and Machine Learning Models JMLR 2020
How does This Interaction Affect Me? Interpretable Attribution for Feature Interactions NIPS 2020
Neural Network Attributions: A Causal Perspective ICML 2019
FLEX: Faithful Linguistic Explanations for Neural Net Based Model Decisions AAAI 2019
Interpreting Deep Models for Text Analysis via Optimization and Regularization Methods AAAI 2019
Building Human-Machine Trust via Interpretability AAAI 2019
On the (In)fidelity and Sensitivity of Explanations NIPS 2019
The Dangers of Post-hoc Interpretability: Unjustified Counterfactual Explanations IJCAI 2019
Explaining Neural Networks Semantically and Quantitatively ICCV 2019
Bias Also Matters: Bias Attribution for Deep Neural Network Explanation ICML 2019
Classifier-Agnostic Saliency Map Extraction AAAI 2019
Incorporating Priors with Feature Attribution on Text Classification ACL 2019
What made you do this? Understanding black-box decisions with sufficient input subsets AISTATS 2019
Human-grounded Evaluations of Explanation Methods for Text Classification IJCNLP 2019
Learning Explanations from Language Data EMNLP 2018
Towards Robust Interpretability with Self-Explaining Neural Networks NIPS 2018
Evaluating neural network explanation methods using hybrid documents and morphosyntactic agreement ACL 2018
Sanity Checks for Saliency Maps NIPS 2018
Contextual Outlier Interpretation IJCAI 2018
A Symbolic Approach to Explaining Bayesian Network Classifiers IJCAI 2018