| 2026 | ACL | LIBERTy: A Causal Framework for Benchmarking Concept-Based Explanations of LLMs with Structural Counterfactuals. | Gilat Toker, Nitay Calderon, Ohad Amosy, Roi Reichart |
| 2025 | ACL | The Alternative Annotator Test for LLM-as-a-Judge: How to Statistically Justify Replacing Human Annotators with LLMs. | Nitay Calderon, Roi Reichart, Rotem Dror |
| 2025 | EMNLP | Multi-Domain Explainability of Preferences. | Nitay Calderon, Liat Ein-Dor, Roi Reichart |
| 2025 | EMNLP | 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 |
| 2025 | EMNLP | 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 |
| 2025 | ICLR | NL-Eye: Abductive NLI For Images. | Mor Ventura, Michael Toker, Nitay Calderon, Zorik Gekhman, Yonatan Bitton, Roi Reichart |
| 2025 | NAACL | On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs. | Nitay Calderon, Roi Reichart |
| 2024 | EMNLP | 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 |
| 2024 | ICLR | Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals. | Yair Ori Gat, Nitay Calderon, Amir Feder, Alexander Chapanin, Amit Sharma, Roi Reichart |
| 2024 | NAACL | 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 |
| 2023 | ACL | A Systematic Study of Knowledge Distillation for Natural Language Generation with Pseudo-Target Training. | Nitay Calderon, Subhabrata Mukherjee, Roi Reichart, Amir Kantor |
| 2022 | ACL | DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation. | Nitay Calderon, Eyal Ben-David, Amir Feder, Roi Reichart |
| 2022 | ICML | A Functional Information Perspective on Model Interpretation. | Itai Gat, Nitay Calderon, Roi Reichart, Tamir Hazan |
| 2021 | CIKM | 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 |