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

Oct 08, 2020
Peter Hase, Shiyue Zhang, Harry Xie, Mohit Bansal

* EMNLP 2020 Findings (17 pages) 

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

May 04, 2020
Peter Hase, Mohit Bansal

* ACL 2020 (13 pages) 

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Interpretable Image Recognition with Hierarchical Prototypes

Jun 25, 2019
Peter Hase, Chaofan Chen, Oscar Li, Cynthia Rudin

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Shall I Compare Thee to a Machine-Written Sonnet? An Approach to Algorithmic Sonnet Generation

Nov 13, 2018
John Benhart, Tianlin Duan, Peter Hase, Liuyi Zhu, Cynthia Rudin

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