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authorId(s): 78846919
Author(s): Marco Tulio Ribeiro
scorecitationCountPaperAuthorsyearMore like thisCompare & ContrastProNE-sSciNCLSpecterGNN
14963
“Why Should I Trust You?”: Explaining the Predictions of Any Classifier
Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin
2016
2496
Sparks of Artificial General Intelligence: Early experiments with GPT-4
Sébastien Bubeck, Varun Chandrasekaran, ..., Yi Zhang
2023
1821
Anchors: High-Precision Model-Agnostic Explanations
Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin
2018
999
Beyond Accuracy: Behavioral Testing of NLP Models with CheckList
Marco Tulio Ribeiro, Tongshuang Sherry Wu, ..., Sameer Singh
2020
775
Model-Agnostic Interpretability of Machine Learning
Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin
2016
473
Semantically Equivalent Adversarial Rules for Debugging NLP models
Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin
2018
470
Does the Whole Exceed its Parts? The Effect of AI Explanations on Complementary Team Performance
Gagan Bansal, Tongshuang Sherry Wu, ..., Daniel S. Weld
2020
280
Editing Models with Task Arithmetic
Gabriel Ilharco, Marco Tulio Ribeiro, ..., Ali Farhadi
2022
219
Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models
Tongshuang Sherry Wu, Marco Tulio Ribeiro, ..., Daniel S. Weld
2021
138
Errudite: Scalable, Reproducible, and Testable Error Analysis
Tongshuang Sherry Wu, Marco Tulio Ribeiro, ..., Daniel S. Weld
2019

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