Alon Jacovi

According to our database, Alon Jacovi authored at least 26 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

CoverBench: A Challenging Benchmark for Complex Claim Verification.

Alon Jacovi, Moran Ambar, Eyal Ben-David, Uri Shaham, Amir Feder, Mor Geva, Dror Marcus, Avi Caciularu

CoRR, 2024

Data Contamination Report from the 2024 CONDA Shared Task.

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

CoRR, 2024

Is It Really Long Context if All You Need Is Retrieval? Towards Genuinely Difficult Long Context NLP.

Omer Goldman, Alon Jacovi, Aviv Slobodkin, Aviya Maimon, Ido Dagan, Reut Tsarfaty

CoRR, 2024

Can Few-shot Work in Long-Context? Recycling the Context to Generate Demonstrations.

Arie Cattan, Alon Jacovi, Alex Fabrikant, Jonathan Herzig, Roee Aharoni, Hannah Rashkin, Dror Marcus, Avinatan Hassidim, Yossi Matias, Idan Szpektor, Avi Caciularu

CoRR, 2024

TACT: Advancing Complex Aggregative Reasoning with Information Extraction Tools.

Avi Caciularu, Alon Jacovi, Eyal Ben-David, Sasha Goldshtein, Tal Schuster, Jonathan Herzig, Gal Elidan, Amir Globerson

CoRR, 2024

Unpacking Human-AI Interaction in Safety-Critical Industries: A Systematic Literature Review.

Tita A. Bach, Jenny K. Kristiansen, Aleksandar Babic, Alon Jacovi

IEEE Access, 2024

A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains.

Alon Jacovi, Yonatan Bitton, Bernd Bohnet, Jonathan Herzig, Or Honovich, Michael Tseng, Michael Collins, Roee Aharoni, Mor Geva

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Diagnosing AI Explanation Methods with Folk Concepts of Behavior.

Alon Jacovi, Jasmijn Bastings, Sebastian Gehrmann, Yoav Goldberg, Katja Filippova

J. Artif. Intell. Res., 2023

Trends in Explainable AI (XAI) Literature.

Alon Jacovi

CoRR, 2023

A Comprehensive Evaluation of Tool-Assisted Generation Strategies.

Alon Jacovi, Avi Caciularu, Jonathan Herzig, Roee Aharoni, Bernd Bohnet, Mor Geva

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks.

Alon Jacovi, Avi Caciularu, Omer Goldman, Yoav Goldberg

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Neighboring Words Affect Human Interpretation of Saliency Explanations.

Alon Jacovi, Hendrik Schuff, Heike Adel, Ngoc Thang Vu, Yoav Goldberg

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Human Interpretation of Saliency-based Explanation Over Text.

Hendrik Schuff, Alon Jacovi, Heike Adel, Yoav Goldberg, Ngoc Thang Vu

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

2021

Aligning Faithful Interpretations with their Social Attribution.

Alon Jacovi, Yoav Goldberg

Trans. Assoc. Comput. Linguistics, 2021

Amnesic Probing: Behavioral Explanation With Amnesic Counterfactuals.

Yanai Elazar, Shauli Ravfogel, Alon Jacovi, Yoav Goldberg

Trans. Assoc. Comput. Linguistics, 2021

Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI.

Alon Jacovi, Ana Marasovic, Tim Miller, Yoav Goldberg

Proceedings of the FAccT '21: 2021 ACM Conference on Fairness, 2021

Contrastive Explanations for Model Interpretability.

Alon Jacovi, Swabha Swayamdipta, Shauli Ravfogel, Yanai Elazar, Yejin Choi, Yoav Goldberg

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Scalable Evaluation and Improvement of Document Set Expansion via Neural Positive-Unlabeled Learning.

Alon Jacovi, Gang Niu, Yoav Goldberg, Masashi Sugiyama

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

2020

When Bert Forgets How To POS: Amnesic Probing of Linguistic Properties and MLM Predictions.

Yanai Elazar, Shauli Ravfogel, Alon Jacovi, Yoav Goldberg

CoRR, 2020

Improving Task-Oriented Dialogue Systems In Production with Conversation Logs.

Alon Jacovi, Ori Bar El, Ofer Lavi, David Boaz, David Amid, Inbal Ronen, Ateret Anaby-Tavor

Proceedings of the KDD 2020 Workshop on Conversational Systems Towards Mainstream Adoption co-located with the 26TH ACM SIGKDD Conference on Knowledge Discovery and Data Mining (SIGKDD 2020), 2020

Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data.

Shachar Rosenman, Alon Jacovi, Yoav Goldberg

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness?

Alon Jacovi, Yoav Goldberg

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Neural network gradient-based learning of black-box function interfaces.

Alon Jacovi, Guy Hadash, Einat Kermany, Boaz Carmeli, Ofer Lavi, George Kour, Jonathan Berant

Proceedings of the 7th International Conference on Learning Representations, 2019

Learning and Understanding Different Categories of Sexism Using Convolutional Neural Network's Filters.

Sima Sharifirad, Alon Jacovi

Proceedings of the 2019 Workshop on Widening NLP@ACL 2019, Florence, Italy, July 28, 2019, 2019

2018

Estimate and Replace: A Novel Approach to Integrating Deep Neural Networks with Existing Applications.

Guy Hadash, Einat Kermany, Boaz Carmeli, Ofer Lavi, George Kour, Alon Jacovi

CoRR, 2018

Understanding Convolutional Neural Networks for Text Classification.

Alon Jacovi, Oren Sar Shalom, Yoav Goldberg

Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, 2018