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InterpretableNLP-ACL2020
Code for "Evaluating Explainable AI: Which Algorithmic Explanations Help Users Predict Model Behavior?"SLAG-Belief-Updating
Code for paper "Do Language Models Have Beliefs? Methods for Detecting, Updating, and Visualizing Model Beliefs"LAS-NL-Explanations
Code for paper "Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language?"ExplanationSearch
Code for paper "Search Methods for Sufficient, Socially-Aligned Feature Importance Explanations with In-Distribution Counterfactuals"interpretable-image
Code for "Interpretable Image Recognition with Hierarchical Prototypes"ExplanationRoles
Code for paper "When Can Models Learn From Explanations? A Formal Framework for Understanding the Roles of Explanation Data"poetry-generation
Code for "Shall I Compare Thee to a Machine-Written Sonnet? An Algorithmic Approach to Sonnet Generation", available at https://arxiv.org/abs/1811.05067Love Open Source and this site? Check out how you can help us