Alon Jacovi

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 41

Top Topics

Comprehensive Evaluation

Convolutional Neural Networks

Top Venues

Trans. Assoc. Comput. Linguistics

Publications

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 (2024)
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 (2024)
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 (2024)
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 (2024)
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)
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 (2024)
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 (2024)
Alon Jacovi, Jasmijn Bastings, Sebastian Gehrmann, Yoav Goldberg, Katja Filippova
Diagnosing AI Explanation Methods with Folk Concepts of Behavior. FAccT (2023)
Tita A. Bach, Jenny K. Kristiansen, Aleksandar Babic, Alon Jacovi
Unpacking Human-AI Interaction in Safety-Critical Industries: A Systematic Literature Review. CoRR (2023)
Alon Jacovi, Avi Caciularu, Jonathan Herzig, Roee Aharoni, Bernd Bohnet, Mor Geva
A Comprehensive Evaluation of Tool-Assisted Generation Strategies. CoRR (2023)
Alon Jacovi, Hendrik Schuff, Heike Adel, Ngoc Thang Vu, Yoav Goldberg
Neighboring Words Affect Human Interpretation of Saliency Explanations. ACL (Findings) (2023)
Alon Jacovi
Trends in Explainable AI (XAI) Literature. CoRR (2023)
Alon Jacovi, Avi Caciularu, Jonathan Herzig, Roee Aharoni, Bernd Bohnet, Mor Geva
A Comprehensive Evaluation of Tool-Assisted Generation Strategies. EMNLP (Findings) (2023)
Alon Jacovi, Hendrik Schuff, Heike Adel, Ngoc Thang Vu, Yoav Goldberg
Neighboring Words Affect Human Interpretation of Saliency Explanations. CoRR (2023)
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)
Alon Jacovi, Jasmijn Bastings, Sebastian Gehrmann, Yoav Goldberg, Katja Filippova
Diagnosing AI Explanation Methods with Folk Concepts of Behavior. J. Artif. Intell. Res. 78 (2023)
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 (2023)
Hendrik Schuff, Alon Jacovi, Heike Adel, Yoav Goldberg, Ngoc Thang Vu
Human Interpretation of Saliency-based Explanation Over Text. CoRR (2022)
Alon Jacovi, Jasmijn Bastings, Sebastian Gehrmann, Yoav Goldberg, Katja Filippova
Diagnosing AI Explanation Methods with Folk Concepts of Behavior. CoRR (2022)
Hendrik Schuff, Alon Jacovi, Heike Adel, Yoav Goldberg, Ngoc Thang Vu
Human Interpretation of Saliency-based Explanation Over Text. FAccT (2022)
Alon Jacovi, Swabha Swayamdipta, Shauli Ravfogel, Yanai Elazar, Yejin Choi, Yoav Goldberg
Contrastive Explanations for Model Interpretability. EMNLP (1) (2021)
Alon Jacovi, Yoav Goldberg
Aligning Faithful Interpretations with their Social Attribution. Trans. Assoc. Comput. Linguistics 9 (2021)
Yanai Elazar, Shauli Ravfogel, Alon Jacovi, Yoav Goldberg
Amnesic Probing: Behavioral Explanation With Amnesic Counterfactuals. Trans. Assoc. Comput. Linguistics 9 (2021)
Alon Jacovi, Swabha Swayamdipta, Shauli Ravfogel, Yanai Elazar, Yejin Choi, Yoav Goldberg
Contrastive Explanations for Model Interpretability. CoRR (2021)
Alon Jacovi, Gang Niu, Yoav Goldberg, Masashi Sugiyama
Scalable Evaluation and Improvement of Document Set Expansion via Neural Positive-Unlabeled Learning. EACL (2021)
Alon Jacovi, Ana Marasovic, Tim Miller, Yoav Goldberg
Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI. FAccT (2021)
Alon Jacovi, Ana Marasovic, Tim Miller, Yoav Goldberg
Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI. CoRR (2020)
Shachar Rosenman, Alon Jacovi, Yoav Goldberg
Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data. CoRR (2020)
Alon Jacovi, Yoav Goldberg
Towards Faithfully Interpretable NLP Systems: How should we define and evaluate faithfulness? CoRR (2020)
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)
Alon Jacovi, Yoav Goldberg
Aligning Faithful Interpretations with their Social Attribution. CoRR (2020)
Alon Jacovi, Yoav Goldberg
Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness? ACL (2020)
Shachar Rosenman, Alon Jacovi, Yoav Goldberg
Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data. EMNLP (1) (2020)
Yanai Elazar, Shauli Ravfogel, Alon Jacovi, Yoav Goldberg
When Bert Forgets How To POS: Amnesic Probing of Linguistic Properties and MLM Predictions. CoRR (2020)
Sima Sharifirad, Alon Jacovi
Learning and Understanding Different Categories of Sexism Using Convolutional Neural Network's Filters. WNLP@ACL (2019)
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)
Alon Jacovi, Gang Niu, Yoav Goldberg, Masashi Sugiyama
Scalable Evaluation and Improvement of Document Set Expansion via Neural Positive-Unlabeled Learning. CoRR (2019)
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 (2019)
Alon Jacovi, Oren Sar Shalom, Yoav Goldberg
Understanding Convolutional Neural Networks for Text Classification. BlackboxNLP@EMNLP (2018)
Alon Jacovi, Oren Sar Shalom, Yoav Goldberg
Understanding Convolutional Neural Networks for Text Classification. CoRR (2018)
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 (2018)