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Beyond Accuracy: Behavioral Testing of NLP Models with Checklist (Extended Abstract).

, , , and . IJCAI, page 4824-4828. ijcai.org, (2021)

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Errudite: Scalable, Reproducible, and Testable Error Analysis., , , and . ACL (1), page 747-763. Association for Computational Linguistics, (2019)Anchors: High-Precision Model-Agnostic Explanations., , and . AAAI, page 1527-1535. AAAI Press, (2018)Intelligible and Explainable Machine Learning: Best Practices and Practical Challenges., , , , and . KDD, page 3511-3512. ACM, (2020)Pareto-efficient hybridization for multi-objective recommender systems., , , and . RecSys, page 19-26. ACM, (2012)Do Feature Attribution Methods Correctly Attribute Features?, , , and . AAAI, page 9623-9633. AAAI Press, (2022)SQuINTing at VQA Models: Introspecting VQA Models With Sub-Questions., , , , , , and . CVPR, page 10000-10008. Computer Vision Foundation / IEEE, (2020)Model-Agnostic Explanations and Evaluation of Machine Learning.. University of Washington, USA, (2018)Evaluating Systemic Error Detection Methods using Synthetic Images., , , , and . CoRR, (2022)Finding and Fixing Spurious Patterns with Explanations., , and . CoRR, (2021)Does the Whole Exceed its Parts? The Effect of AI Explanations on Complementary Team Performance., , , , , , , and . CHI, page 81:1-81:16. ACM, (2021)