conftrace_

prediction explanation

4 papers

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Co-occurring keywords

off-manifold perturbation (1) attribution method (79) counterfactual generation (59) model explainability (43) layer-wise relevance propagation (18) input gradient (9) nlp model (43) neural network (6616) attribution propagation (1) relevance decomposition (1)

Papers

Manifold Restricted Interventional Shapley Values AISTATS 2023
Gifsplanation via Latent Shift: A Simple Autoencoder Approach to Counterfactual Generation for Chest X-rays MIDL 2021
Relative Attributing Propagation: Interpreting the Comparative Contributions of Individual Units in Deep Neural Networks AAAI 2020
AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models EMNLP 2019