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authorId(s): 41016275
Author(s): Alon Jacovi
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509
Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness?
Alon Jacovi, Yoav Goldberg
2020
350
Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI
Alon Jacovi, Ana Marasović, ..., Yoav Goldberg
2020
207
Understanding Convolutional Neural Networks for Text Classification
Alon Jacovi, Oren Sar Shalom, Yoav Goldberg
2018
197
Amnesic Probing: Behavioral Explanation with Amnesic Counterfactuals
Yanai Elazar, Shauli Ravfogel, ..., Yoav Goldberg
2020
97
Aligning Faithful Interpretations with their Social Attribution
Alon Jacovi, Yoav Goldberg
2020
86
Contrastive Explanations for Model Interpretability
Alon Jacovi, Swabha Swayamdipta, ..., Yoav Goldberg
2021
80
Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks
Alon Jacovi, Avi Caciularu, ..., Yoav Goldberg
2023
41
Estimate and Replace: A Novel Approach to Integrating Deep Neural Networks with Existing Applications
Guy Hadash, Einat Kermany, ..., Alon Jacovi
2018
33
Human Interpretation of Saliency-based Explanation Over Text
Hendrik Schuff, Alon Jacovi, ..., Ngoc Thang Vu
2022
26
Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data
Shachar Rosenman, Alon Jacovi, Yoav Goldberg
2020

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