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ORCIDAlon Jacovi
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2020 – today
- 2024
[j4]Tita A. Bach
, Jenny K. Kristiansen, Aleksandar Babic, Alon Jacovi:
Unpacking Human-AI Interaction in Safety-Critical Industries: A Systematic Literature Review. IEEE Access 12: 106385-106414 (2024)- [c16]Alon Jacovi, Yonatan Bitton, Bernd Bohnet, Jonathan Herzig, Or Honovich, Michael Tseng, Michael Collins, Roee Aharoni, Mor Geva:
A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains. ACL (1) 2024: 4615-4634 - [c15]Omer Goldman, Alon Jacovi, Aviv Slobodkin, Aviya Maimon, Ido Dagan, Reut Tsarfaty:
Is It Really Long Context if All You Need Is Retrieval? Towards Genuinely Difficult Long Context NLP. EMNLP 2024: 16576-16586 - [i23]Alon Jacovi, Yonatan Bitton, Bernd Bohnet, Jonathan Herzig, Or Honovich, Michael Tseng, Michael Collins, Roee Aharoni, Mor Geva:
A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains. CoRR abs/2402.00559 (2024) - [i22]Avi Caciularu, Alon Jacovi, Eyal Ben-David, Sasha Goldshtein, Tal Schuster, Jonathan Herzig, Gal Elidan, Amir Globerson:
TACT: Advancing Complex Aggregative Reasoning with Information Extraction Tools. CoRR abs/2406.03618 (2024) - [i21]Arie Cattan, Alon Jacovi, Alex Fabrikant, Jonathan Herzig, Roee Aharoni, Hannah Rashkin, Dror Marcus, Avinatan Hassidim, Yossi Matias, Idan Szpektor, Avi Caciularu:
Can Few-shot Work in Long-Context? Recycling the Context to Generate Demonstrations. CoRR abs/2406.13632 (2024) - [i20]Omer Goldman, Alon Jacovi, Aviv Slobodkin, Aviya Maimon, Ido Dagan, Reut Tsarfaty:
Is It Really Long Context if All You Need Is Retrieval? Towards Genuinely Difficult Long Context NLP. CoRR abs/2407.00402 (2024) - [i19]Oscar Sainz, Iker García-Ferrero, Alon Jacovi, Jon Ander Campos, Yanai Elazar, Eneko Agirre, Yoav Goldberg, Wei-Lin Chen, Jenny Chim, Leshem Choshen, Luca D'Amico-Wong, Melissa Dell, Run-Ze Fan, Shahriar Golchin, Yucheng Li, Pengfei Liu, Bhavish Pahwa, Ameya Prabhu, Suryansh Sharma, Emily Silcock, Kateryna Solonko, David Stap, Mihai Surdeanu, Yu-Min Tseng, Vishaal Udandarao, Zengzhi Wang, Ruijie Xu, Jinglin Yang:
Data Contamination Report from the 2024 CONDA Shared Task. CoRR abs/2407.21530 (2024) - [i18]Alon Jacovi, Moran Ambar, Eyal Ben-David, Uri Shaham, Amir Feder, Mor Geva, Dror Marcus, Avi Caciularu:
CoverBench: A Challenging Benchmark for Complex Claim Verification. CoRR abs/2408.03325 (2024) - 2023
- [j3]Alon Jacovi, Jasmijn Bastings, Sebastian Gehrmann, Yoav Goldberg, Katja Filippova:
Diagnosing AI Explanation Methods with Folk Concepts of Behavior. J. Artif. Intell. Res. 78: 459-489 (2023) - [c14]Alon Jacovi, Hendrik Schuff, Heike Adel, Ngoc Thang Vu, Yoav Goldberg:
Neighboring Words Affect Human Interpretation of Saliency Explanations. ACL (Findings) 2023: 11816-11833 - [c13]Alon Jacovi, Avi Caciularu, Omer Goldman, Yoav Goldberg:
Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks. EMNLP 2023: 5075-5084 - [c12]Alon Jacovi, Avi Caciularu, Jonathan Herzig, Roee Aharoni, Bernd Bohnet, Mor Geva:
A Comprehensive Evaluation of Tool-Assisted Generation Strategies. EMNLP (Findings) 2023: 13856-13878 - [c11]Alon Jacovi, Jasmijn Bastings, Sebastian Gehrmann, Yoav Goldberg, Katja Filippova:
Diagnosing AI Explanation Methods with Folk Concepts of Behavior. FAccT 2023: 247 - [i17]Alon Jacovi:
Trends in Explainable AI (XAI) Literature. CoRR abs/2301.05433 (2023) - [i16]Alon Jacovi, Hendrik Schuff, Heike Adel, Ngoc Thang Vu, Yoav Goldberg:
Neighboring Words Affect Human Interpretation of Saliency Explanations. CoRR abs/2305.02679 (2023) - [i15]Alon Jacovi, Avi Caciularu, Omer Goldman, Yoav Goldberg:
Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks. CoRR abs/2305.10160 (2023) - [i14]Tita A. Bach, Jenny K. Kristiansen, Aleksandar Babic, Alon Jacovi:
Unpacking Human-AI Interaction in Safety-Critical Industries: A Systematic Literature Review. CoRR abs/2310.03392 (2023) - [i13]Alon Jacovi, Avi Caciularu, Jonathan Herzig, Roee Aharoni, Bernd Bohnet, Mor Geva:
A Comprehensive Evaluation of Tool-Assisted Generation Strategies. CoRR abs/2310.10062 (2023) - 2022
- [c10]Hendrik Schuff, Alon Jacovi, Heike Adel, Yoav Goldberg, Ngoc Thang Vu:
Human Interpretation of Saliency-based Explanation Over Text. FAccT 2022: 611-636 - [i12]Alon Jacovi, Jasmijn Bastings, Sebastian Gehrmann, Yoav Goldberg, Katja Filippova:
Diagnosing AI Explanation Methods with Folk Concepts of Behavior. CoRR abs/2201.11239 (2022) - [i11]Hendrik Schuff, Alon Jacovi, Heike Adel, Yoav Goldberg, Ngoc Thang Vu:
Human Interpretation of Saliency-based Explanation Over Text. CoRR abs/2201.11569 (2022) - 2021
- [j2]Yanai Elazar, Shauli Ravfogel, Alon Jacovi, Yoav Goldberg:
Amnesic Probing: Behavioral Explanation With Amnesic Counterfactuals. Trans. Assoc. Comput. Linguistics 9: 160-175 (2021) - [j1]Alon Jacovi, Yoav Goldberg:
Aligning Faithful Interpretations with their Social Attribution. Trans. Assoc. Comput. Linguistics 9: 294-310 (2021) - [c9]Alon Jacovi, Gang Niu, Yoav Goldberg, Masashi Sugiyama:
Scalable Evaluation and Improvement of Document Set Expansion via Neural Positive-Unlabeled Learning. EACL 2021: 581-592 - [c8]Alon Jacovi, Swabha Swayamdipta, Shauli Ravfogel, Yanai Elazar, Yejin Choi, Yoav Goldberg:
Contrastive Explanations for Model Interpretability. EMNLP (1) 2021: 1597-1611 - [c7]Alon Jacovi, Ana Marasovic, Tim Miller, Yoav Goldberg:
Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI. FAccT 2021: 624-635 - [i10]Alon Jacovi, Swabha Swayamdipta, Shauli Ravfogel, Yanai Elazar, Yejin Choi, Yoav Goldberg:
Contrastive Explanations for Model Interpretability. CoRR abs/2103.01378 (2021) - 2020
- [c6]Alon Jacovi, Yoav Goldberg:
Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness? ACL 2020: 4198-4205 - [c5]Shachar Rosenman, Alon Jacovi, Yoav Goldberg:
Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data. EMNLP (1) 2020: 3702-3710 - [c4]Alon Jacovi, Ori Bar El, Ofer Lavi, David Boaz, David Amid, Inbal Ronen, Ateret Anaby-Tavor:
Improving Task-Oriented Dialogue Systems In Production with Conversation Logs. Converse@KDD 2020 - [i9]Alon Jacovi, Yoav Goldberg:
Towards Faithfully Interpretable NLP Systems: How should we define and evaluate faithfulness? CoRR abs/2004.03685 (2020) - [i8]Yanai Elazar, Shauli Ravfogel, Alon Jacovi, Yoav Goldberg:
When Bert Forgets How To POS: Amnesic Probing of Linguistic Properties and MLM Predictions. CoRR abs/2006.00995 (2020) - [i7]Alon Jacovi, Yoav Goldberg:
Aligning Faithful Interpretations with their Social Attribution. CoRR abs/2006.01067 (2020) - [i6]Shachar Rosenman, Alon Jacovi, Yoav Goldberg:
Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data. CoRR abs/2010.03656 (2020) - [i5]Alon Jacovi, Ana Marasovic, Tim Miller, Yoav Goldberg:
Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI. CoRR abs/2010.07487 (2020)
2010 – 2019
- 2019
- [c3]Sima Sharifirad, Alon Jacovi:
Learning and Understanding Different Categories of Sexism Using Convolutional Neural Network's Filters. WNLP@ACL 2019: 21-23 - [c2]Alon Jacovi, Guy Hadash, Einat Kermany, Boaz Carmeli, Ofer Lavi, George Kour, Jonathan Berant:
Neural network gradient-based learning of black-box function interfaces. ICLR (Poster) 2019 - [i4]Alon Jacovi, Guy Hadash, Einat Kermany, Boaz Carmeli, Ofer Lavi, George Kour, Jonathan Berant:
Neural network gradient-based learning of black-box function interfaces. CoRR abs/1901.03995 (2019) - [i3]Alon Jacovi, Gang Niu, Yoav Goldberg, Masashi Sugiyama:
Scalable Evaluation and Improvement of Document Set Expansion via Neural Positive-Unlabeled Learning. CoRR abs/1910.13339 (2019) - 2018
- [c1]Alon Jacovi, Oren Sar Shalom, Yoav Goldberg:
Understanding Convolutional Neural Networks for Text Classification. BlackboxNLP@EMNLP 2018: 56-65 - [i2]Guy Hadash, Einat Kermany, Boaz Carmeli, Ofer Lavi, George Kour, Alon Jacovi:
Estimate and Replace: A Novel Approach to Integrating Deep Neural Networks with Existing Applications. CoRR abs/1804.09028 (2018) - [i1]Alon Jacovi, Oren Sar Shalom, Yoav Goldberg:
Understanding Convolutional Neural Networks for Text Classification. CoRR abs/1809.08037 (2018)
Coauthor Index
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