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Alon Jacovi
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Year
Towards faithfully interpretable NLP systems: How should we define and evaluate faithfulness?
A Jacovi, Y Goldberg
arXiv preprint arXiv:2004.03685, 2020
2892020
Understanding Convolutional Neural Networks for Text Classification
A Jacovi, OS Shalom, Y Goldberg
Proceedings of the Workshop: BlackboxNLP@EMNLP 2018, 2018
2132018
Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI
A Jacovi, A Marasović, T Miller, Y Goldberg
Proceedings of the 2021 ACM Conference on Fairness, Accountability, and …, 2021
1502021
Amnesic probing: Behavioral explanation with amnesic counterfactuals
Y Elazar, S Ravfogel, A Jacovi, Y Goldberg
Transactions of the Association for Computational Linguistics 9, 160-175, 2021
104*2021
Aligning Faithful Interpretations with their Social Attribution
A Jacovi, Y Goldberg
Transactions of the Association for Computational Linguistics 9, 294-310, 2021
612021
Neural network gradient-based learning of black-box function interfaces
A Jacovi, G Hadash, E Kermany, B Carmeli, O Lavi, G Kour, J Berant
7th International Conference on Learning Representations, ICLR 2019, 2019
46*2019
Contrastive explanations for model interpretability
A Jacovi, S Swayamdipta, S Ravfogel, Y Elazar, Y Choi, Y Goldberg
arXiv preprint arXiv:2103.01378, 2021
332021
Exposing shallow heuristics of relation extraction models with challenge data
S Rosenman, A Jacovi, Y Goldberg
arXiv preprint arXiv:2010.03656, 2020
172020
Learning and Understanding Different Categories of Sexism Using Convolutional Neural Network’s Filters
S Sharifirad, A Jacovi, S Matwin
Proceedings of the 2019 Workshop on Widening NLP, 21-23, 2019
122019
Human interpretation of saliency-based explanation over text
H Schuff, A Jacovi, H Adel, Y Goldberg, NT Vu
2022 ACM Conference on Fairness, Accountability, and Transparency, 611-636, 2022
92022
Diagnosing AI explanation methods with folk concepts of behavior
A Jacovi, J Bastings, S Gehrmann, Y Goldberg, K Filippova
arXiv preprint arXiv:2201.11239, 2022
82022
Scalable evaluation and improvement of document set expansion via neural positive-unlabeled learning
A Jacovi, G Niu, Y Goldberg, M Sugiyama
arXiv preprint arXiv:1910.13339, 2019
42019
Trends in Explainable AI (XAI) Literature
A Jacovi
arXiv preprint arXiv:2301.05433, 2023
2023
Computerized dialog system improvements based on conversation data
O Lavi, A Jacovi, D Amid, D Boaz, I Ronen, AA Tavor, OB El
US Patent App. 17/000,397, 2022
2022
Improving Task-Oriented Dialogue Systems In Production with Conversation Logs
A Jacovi, OB El, O Lavi, D Boaz, D Amid, I Ronen, A Anaby-Tavor
2020
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