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