Nitay Calderon

According to our database, Nitay Calderon authored at least 20 papers between 2021 and 2026.

Collaborative distances:

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

2026

Empty Shelves or Lost Keys? Recall Is the Bottleneck for Parametric Factuality.

Nitay Calderon, Eyal Ben-David, Zorik Gekhman, Eran Ofek, Gal Yona

CoRR, February, 2026

LIBERTy: A Causal Framework for Benchmarking Concept-Based Explanations of LLMs with Structural Counterfactuals.

Gilat Toker, Nitay Calderon, Ohad Amosy, Roi Reichart

CoRR, January, 2026

2025

Leveraging NTPs for Efficient Hallucination Detection in VLMs.

Ofir Azachi, Kfir Eliyahu, Eyal El Ani, Rom Himelstein, Roi Reichart, Yuval Pinter, Nitay Calderon

CoRR, September, 2025

AdaptiVocab: Enhancing LLM Efficiency in Focused Domains through Lightweight Vocabulary Adaptation.

Itay Nakash, Nitay Calderon, Eyal Ben-David, Elad Hoffer, Roi Reichart

CoRR, March, 2025

On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs.

Nitay Calderon, Roi Reichart

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

NL-Eye: Abductive NLI For Images.

Mor Ventura, Michael Toker, Nitay Calderon, Zorik Gekhman, Yonatan Bitton, Roi Reichart

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Dementia Through Different Eyes: Explainable Modeling of Human and LLM Perceptions for Early Awareness.

Lotem Peled-Cohen, Maya Zadok, Nitay Calderon, Hila Gonen, Roi Reichart

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Are LLMs Better than Reported? Detecting Label Errors and Mitigating Their Effect on Model Performance.

Omer Nahum, Nitay Calderon, Orgad Keller, Idan Szpektor, Roi Reichart

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Multi-Domain Explainability of Preferences.

Nitay Calderon, Liat Ein-Dor, Roi Reichart

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

The Alternative Annotator Test for LLM-as-a-Judge: How to Statistically Justify Replacing Human Annotators with LLMs.

Nitay Calderon, Roi Reichart, Rotem Dror

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

The Colorful Future of LLMs: Evaluating and Improving LLMs as Emotional Supporters for Queer Youth.

Shir Lissak, Nitay Calderon, Geva Shenkman, Yaakov Ophir, Eyal Fruchter, Anat Brunstein Klomek, Roi Reichart

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals.

Yair Ori Gat, Nitay Calderon, Amir Feder, Alexander Chapanin, Amit Sharma, Roi Reichart

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Measuring the Robustness of NLP Models to Domain Shifts.

Nitay Calderon, Naveh Porat, Eyal Ben-David, Alexander Chapanin, Zorik Gekhman, Nadav Oved, Vitaly Shalumov, Roi Reichart

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

Measuring the Robustness of Natural Language Processing Models to Domain Shifts.

Nitay Calderon, Naveh Porat, Eyal Ben-David, Zorik Gekhman, Nadav Oved, Roi Reichart

CoRR, 2023

A Picture May Be Worth a Thousand Lives: An Interpretable Artificial Intelligence Strategy for Predictions of Suicide Risk from Social Media Images.

Yael Badian, Yaakov Ophir, Refael Tikochinski, Nitay Calderon, Anat Brunstein Klomek, Roi Reichart

CoRR, 2023

A Systematic Study of Knowledge Distillation for Natural Language Generation with Pseudo-Target Training.

Nitay Calderon, Subhabrata Mukherjee, Roi Reichart, Amir Kantor

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

From Limited Annotated Raw Material Data to Quality Production Data: A Case Study in the Milk Industry (Technical Report).

Roee Shraga, Gil Katz, Yael Badian, Nitay Calderon, Avigdor Gal

CoRR, 2022

A Functional Information Perspective on Model Interpretation.

Itai Gat, Nitay Calderon, Roi Reichart, Tamir Hazan

Proceedings of the International Conference on Machine Learning, 2022

DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation.

Nitay Calderon, Eyal Ben-David, Amir Feder, Roi Reichart

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

From Limited Annotated Raw Material Data to Quality Production Data: A Case Study in the Milk Industry.

Roee Shraga, Gil Katz, Yael Badian, Nitay Calderon, Avigdor Gal

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021