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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
5192020
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
4322021
Understanding Convolutional Neural Networks for Text Classification
A Jacovi, OS Shalom, Y Goldberg
Proceedings of the Workshop: BlackboxNLP@EMNLP 2018, 2018
2892018
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
1972021
Aligning Faithful Interpretations with their Social Attribution
A Jacovi, Y Goldberg
Transactions of the Association for Computational Linguistics 9, 294-310, 2021
952021
Contrastive explanations for model interpretability
A Jacovi, S Swayamdipta, S Ravfogel, Y Elazar, Y Choi, Y Goldberg
arXiv preprint arXiv:2103.01378, 2021
932021
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
68*2019
Stop uploading test data in plain text: Practical strategies for mitigating data contamination by evaluation benchmarks
A Jacovi, A Caciularu, O Goldman, Y Goldberg
arXiv preprint arXiv:2305.10160, 2023
482023
Human interpretation of saliency-based explanation over text
H Schuff, A Jacovi, H Adel, Y Goldberg, NT Vu
Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022
322022
Exposing shallow heuristics of relation extraction models with challenge data
S Rosenman, A Jacovi, Y Goldberg
arXiv preprint arXiv:2010.03656, 2020
272020
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
222019
Diagnosing AI explanation methods with folk concepts of behavior
A Jacovi, J Bastings, S Gehrmann, Y Goldberg, K Filippova
Journal of Artificial Intelligence Research 78, 459-489, 2023
162023
Trends in explainable AI (XAI) literature
A Jacovi
arXiv preprint arXiv:2301.05433, 2023
152023
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
72019
A comprehensive evaluation of tool-assisted generation strategies
A Jacovi, A Caciularu, J Herzig, R Aharoni, B Bohnet, M Geva
arXiv preprint arXiv:2310.10062, 2023
32023
Neighboring words affect human interpretation of saliency explanations
A Jacovi, H Schuff, H Adel, NT Vu, Y Goldberg
arXiv preprint arXiv:2305.02679, 2023
32023
A chain-of-thought is as strong as its weakest link: A benchmark for verifiers of reasoning chains
A Jacovi, Y Bitton, B Bohnet, J Herzig, O Honovich, M Tseng, M Collins, ...
arXiv preprint arXiv:2402.00559, 2024
22024
Computerized dialog system improvements based on conversation data
O Lavi, A Jacovi, D Amid, D Boaz, I Ronen, AA Tavor, OB El
US Patent 11,605,386, 2023
22023
TACT: Advancing Complex Aggregative Reasoning with Information Extraction Tools
A Caciularu, A Jacovi, E Ben-David, S Goldshtein, T Schuster, J Herzig, ...
arXiv preprint arXiv:2406.03618, 2024
12024
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
12020
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