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 (CIKM, 2021)

DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation. - Nitay Calderon; Eyal Ben-David; Amir Feder; Roi Reichart (ACL (1), 2022)

A Functional Information Perspective on Model Interpretation. - Itai Gat; Nitay Calderon; Roi Reichart; Tamir Hazan (ICML, 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 Systematic Study of Knowledge Distillation for Natural Language Generation with Pseudo-Target Training. - Nitay Calderon; Subhabrata Mukherjee; Roi Reichart; Amir Kantor (ACL (1), 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)

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)

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 (EMNLP (Findings), 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 (ICLR, 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 (NAACL-HLT, 2024)

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 (CoRR, 2024)

The Alternative Annotator Test for LLM-as-a-Judge: How to Statistically Justify Replacing Human Annotators with LLMs. - Nitay Calderon; Roi Reichart; Rotem Dror (ACL (1), 2025)

NL-Eye: Abductive NLI For Images. - Mor Ventura; Michael Toker; Nitay Calderon; Zorik Gekhman; Yonatan Bitton; Roi Reichart (ICLR, 2025)

On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs. - Nitay Calderon; Roi Reichart (NAACL (Long Papers), 2025)

AdaptiVocab: Enhancing LLM Efficiency in Focused Domains through Lightweight Vocabulary Adaptation. - Itay Nakash; Nitay Calderon; Eyal Ben-David; Elad Hoffer; Roi Reichart (CoRR, 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 (CoRR, 2025)

Multi-Domain Explainability of Preferences. - Nitay Calderon; Liat Ein-Dor; Roi Reichart (CoRR, 2025)