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  1. InterpretableNLP-ACL2020 InterpretableNLP-ACL2020 Public

    Code for "Evaluating Explainable AI: Which Algorithmic Explanations Help Users Predict Model Behavior?"

    Python 44 3

  2. SLAG-Belief-Updating SLAG-Belief-Updating Public

    Code for paper "Do Language Models Have Beliefs? Methods for Detecting, Updating, and Visualizing Model Beliefs"

    Python 28 2

  3. LAS-NL-Explanations LAS-NL-Explanations Public

    Code for paper "Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language?"

    Python 20 5

  4. interpretable-image interpretable-image Public

    Code for "Interpretable Image Recognition with Hierarchical Prototypes"

    Python 18 5

  5. ExplanationSearch ExplanationSearch Public

    Code for paper "Search Methods for Sufficient, Socially-Aligned Feature Importance Explanations with In-Distribution Counterfactuals"

    Jupyter Notebook 17 2

  6. ExplanationRoles ExplanationRoles Public

    Code for paper "When Can Models Learn From Explanations? A Formal Framework for Understanding the Roles of Explanation Data"

    Python 14