Alon Jacovi

Orcid: 0000-0002-7263-2061

According to our database1, Alon Jacovi authored at least 21 papers between 2018 and 2024.

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Bibliography

2024
A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains.
CoRR, 2024

2023
Diagnosing AI Explanation Methods with Folk Concepts of Behavior.
J. Artif. Intell. Res., 2023

Unpacking Human-AI Interaction in Safety-Critical Industries: A Systematic Literature Review.
CoRR, 2023

Trends in Explainable AI (XAI) Literature.
CoRR, 2023

A Comprehensive Evaluation of Tool-Assisted Generation Strategies.
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.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Neighboring Words Affect Human Interpretation of Saliency Explanations.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Human Interpretation of Saliency-based Explanation Over Text.
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.
Trans. Assoc. Comput. Linguistics, 2021

Amnesic Probing: Behavioral Explanation With Amnesic Counterfactuals.
Trans. Assoc. Comput. Linguistics, 2021

Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI.
Proceedings of the FAccT '21: 2021 ACM Conference on Fairness, 2021

Contrastive Explanations for Model Interpretability.
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.
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.
CoRR, 2020

Improving Task-Oriented Dialogue Systems In Production with Conversation Logs.
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.
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?
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
Neural network gradient-based learning of black-box function interfaces.
Proceedings of the 7th International Conference on Learning Representations, 2019

Learning and Understanding Different Categories of Sexism Using Convolutional Neural Network's Filters.
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.
CoRR, 2018

Understanding Convolutional Neural Networks for Text Classification.
Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, 2018


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