| Towards faithfully interpretable NLP systems: How should we define and evaluate faithfulness? A Jacovi, Y Goldberg arXiv preprint arXiv:2004.03685, 2020 | 528 | 2020 |
| 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 | 442 | 2021 |
| Understanding Convolutional Neural Networks for Text Classification A Jacovi, OS Shalom, Y Goldberg Proceedings of the Workshop: BlackboxNLP@EMNLP 2018, 2018 | 293 | 2018 |
| 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 | 199 | 2021 |
| Aligning Faithful Interpretations with their Social Attribution A Jacovi, Y Goldberg Transactions of the Association for Computational Linguistics 9, 294-310, 2021 | 99 | 2021 |
| Contrastive explanations for model interpretability A Jacovi, S Swayamdipta, S Ravfogel, Y Elazar, Y Choi, Y Goldberg arXiv preprint arXiv:2103.01378, 2021 | 96 | 2021 |
| 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 | 69* | 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 | 51 | 2023 |
| 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 | 33 | 2022 |
| Exposing shallow heuristics of relation extraction models with challenge data S Rosenman, A Jacovi, Y Goldberg arXiv preprint arXiv:2010.03656, 2020 | 28 | 2020 |
| 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 | 22 | 2019 |
| 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 | 16 | 2023 |
| Trends in explainable AI (XAI) literature A Jacovi arXiv preprint arXiv:2301.05433, 2023 | 16 | 2023 |
| 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 | 7 | 2019 |
| 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 | 4 | 2023 |
| Neighboring words affect human interpretation of saliency explanations A Jacovi, H Schuff, H Adel, NT Vu, Y Goldberg arXiv preprint arXiv:2305.02679, 2023 | 4 | 2023 |
| 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 | 2 | 2024 |
| 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 | 2 | 2023 |
| 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 | 1 | 2024 |
| 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 | 1 | 2020 |
Yoav GoldbergProfessor, Bar Ilan University. Research Director, AI2-IsraelVerified email at cs.biu.ac.il
