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1. Lime: Explaining the predictions of any machine learning classifier

   JavaScript 12.1k 1.9k

2. Beyond Accuracy: Behavioral Testing of NLP models with CheckList

   Jupyter Notebook 2k 209

3. Code for "High-Precision Model-Agnostic Explanations" paper

   Jupyter Notebook 812 113

4. Code for "Semantically Equivalent Adversarial Rules for Debugging NLP Models"

   Python 87 16

5. Evaluate QA models for consistency

   Python 20 2