| Towards faithfully interpretable NLP systems: How should we define and evaluate faithfulness? A Jacovi, Y Goldberg arXiv preprint arXiv:2004.03685, 2020 | 418 | 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 | 310 | 2021 |
| Understanding Convolutional Neural Networks for Text Classification A Jacovi, OS Shalom, Y Goldberg Proceedings of the Workshop: BlackboxNLP@EMNLP 2018, 2018 | 256 | 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 | 159* | 2021 |
| Aligning Faithful Interpretations with their Social Attribution A Jacovi, Y Goldberg Transactions of the Association for Computational Linguistics 9, 294-310, 2021 | 83 | 2021 |
| Contrastive explanations for model interpretability A Jacovi, S Swayamdipta, S Ravfogel, Y Elazar, Y Choi, Y Goldberg arXiv preprint arXiv:2103.01378, 2021 | 63 | 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 | 55* | 2019 |
| Exposing shallow heuristics of relation extraction models with challenge data S Rosenman, A Jacovi, Y Goldberg arXiv preprint arXiv:2010.03656, 2020 | 25 | 2020 |
| 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 | 23 | 2022 |
| 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 | 19 | 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 | 14 | 2023 |
| 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 | 13 | 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 | 5 | 2019 |
| Trends in Explainable AI (XAI) Literature A Jacovi arXiv preprint arXiv:2301.05433, 2023 | 3 | 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 | 1 | 2023 |
| 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 |
| 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 | | 2023 |
| Unpacking Human-AI Interaction in Safety-Critical Industries: A Systematic Literature Review TA Bach, JK Kristiansen, A Babic, A Jacovi arXiv preprint arXiv:2310.03392, 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 11,605,386, 2023 | | 2023 |
Yoav GoldbergProfessor, Bar Ilan University. Research Director, AI2-IsraelVerified email at cs.biu.ac.il
