Nitay Calderon

31 papers A* 5A 1Journal 18Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Empty Shelves or Lost Keys? Recall Is the Bottleneck for Parametric Factuality. CoRR Nitay Calderon, Eyal Ben-David, Zorik Gekhman, Eran Ofek, Gal Yona
2026	J	`jnl`	LIBERTy: A Causal Framework for Benchmarking Concept-Based Explanations of LLMs with Structural Counterfactuals. CoRR Gilat Toker, Nitay Calderon, Ohad Amosy, Roi Reichart
2025	J	`jnl`	AdaptiVocab: Enhancing LLM Efficiency in Focused Domains through Lightweight Vocabulary Adaptation. CoRR Itay Nakash, Nitay Calderon, Eyal Ben-David, Elad Hoffer, Roi Reichart
2025	A*	`conf`	Are LLMs Better than Reported? Detecting Label Errors and Mitigating Their Effect on Model Performance. EMNLP Omer Nahum, Nitay Calderon, Orgad Keller, Idan Szpektor, Roi Reichart
2025	—	`conf`	Dementia Through Different Eyes: Explainable Modeling of Human and LLM Perceptions for Early Awareness. EMNLP (Findings) Lotem Peled-Cohen, Maya Zadok, Nitay Calderon, Hila Gonen, Roi Reichart
2025	J	`jnl`	Dementia Through Different Eyes: Explainable Modeling of Human and LLM Perceptions for Early Awareness. CoRR Lotem Peled-Cohen, Maya Zadok, Nitay Calderon, Hila Gonen, Roi Reichart
2025	J	`jnl`	Leveraging NTPs for Efficient Hallucination Detection in VLMs. CoRR Ofir Azachi, Kfir Eliyahu, Eyal El Ani, Rom Himelstein, Roi Reichart, Yuval Pinter, Nitay Calderon
2025	A*	`conf`	Multi-Domain Explainability of Preferences. EMNLP Nitay Calderon, Liat Ein-Dor, Roi Reichart
2025	J	`jnl`	Multi-Domain Explainability of Preferences. CoRR Nitay Calderon, Liat Ein-Dor, Roi Reichart
2025	A*	`conf`	NL-Eye: Abductive NLI For Images. ICLR Mor Ventura, Michael Toker, Nitay Calderon, Zorik Gekhman, Yonatan Bitton, Roi Reichart
2025	—	`conf`	On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs. NAACL (Long Papers) Nitay Calderon, Roi Reichart
2025	—	`conf`	The Alternative Annotator Test for LLM-as-a-Judge: How to Statistically Justify Replacing Human Annotators with LLMs. ACL (1) Nitay Calderon, Roi Reichart, Rotem Dror
2025	J	`jnl`	The Alternative Annotator Test for LLM-as-a-Judge: How to Statistically Justify Replacing Human Annotators with LLMs. CoRR Nitay Calderon, Roi Reichart, Rotem Dror
2024	J	`jnl`	Are LLMs Better than Reported? Detecting Label Errors and Mitigating Their Effect on Model Performance. CoRR Omer Nahum, Nitay Calderon, Orgad Keller, Idan Szpektor, Roi Reichart
2024	A*	`conf`	Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals. ICLR Yair Ori Gat, Nitay Calderon, Amir Feder, Alexander Chapanin, Amit Sharma, Roi Reichart
2024	—	`conf`	Measuring the Robustness of NLP Models to Domain Shifts. EMNLP (Findings) Nitay Calderon, Naveh Porat, Eyal Ben-David, Alexander Chapanin, Zorik Gekhman, Nadav Oved, Vitaly Shalumov, Roi Reichart
2024	J	`jnl`	NL-Eye: Abductive NLI for Images. CoRR Mor Ventura, Michael Toker, Nitay Calderon, Zorik Gekhman, Yonatan Bitton, Roi Reichart
2024	J	`jnl`	On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs. CoRR Nitay Calderon, Roi Reichart
2024	—	`conf`	The Colorful Future of LLMs: Evaluating and Improving LLMs as Emotional Supporters for Queer Youth. NAACL-HLT Shir Lissak, Nitay Calderon, Geva Shenkman, Yaakov Ophir, Eyal Fruchter, Anat Brunstein Klomek, Roi Reichart
2024	J	`jnl`	The Colorful Future of LLMs: Evaluating and Improving LLMs as Emotional Supporters for Queer Youth. CoRR Shir Lissak, Nitay Calderon, Geva Shenkman, Yaakov Ophir, Eyal Fruchter, Anat Brunstein Klomek, Roi Reichart
2023	J	`jnl`	A Picture May Be Worth a Thousand Lives: An Interpretable Artificial Intelligence Strategy for Predictions of Suicide Risk from Social Media Images. CoRR Yael Badian, Yaakov Ophir, Refael Tikochinski, Nitay Calderon, Anat Brunstein Klomek, Roi Reichart
2023	—	`conf`	A Systematic Study of Knowledge Distillation for Natural Language Generation with Pseudo-Target Training. ACL (1) Nitay Calderon, Subhabrata Mukherjee, Roi Reichart, Amir Kantor
2023	J	`jnl`	A Systematic Study of Knowledge Distillation for Natural Language Generation with Pseudo-Target Training. CoRR Nitay Calderon, Subhabrata Mukherjee, Roi Reichart, Amir Kantor
2023	J	`jnl`	Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals. CoRR Yair Ori Gat, Nitay Calderon, Amir Feder, Alexander Chapanin, Amit Sharma, Roi Reichart
2023	J	`jnl`	Measuring the Robustness of Natural Language Processing Models to Domain Shifts. CoRR Nitay Calderon, Naveh Porat, Eyal Ben-David, Zorik Gekhman, Nadav Oved, Roi Reichart
2022	A*	`conf`	A Functional Information Perspective on Model Interpretation. ICML Itai Gat, Nitay Calderon, Roi Reichart, Tamir Hazan
2022	J	`jnl`	A Functional Information Perspective on Model Interpretation. CoRR Itai Gat, Nitay Calderon, Roi Reichart, Tamir Hazan
2022	—	`conf`	DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation. ACL (1) Nitay Calderon, Eyal Ben-David, Amir Feder, Roi Reichart
2022	J	`jnl`	DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation. CoRR Nitay Calderon, Eyal Ben-David, Amir Feder, Roi Reichart
2022	J	`jnl`	From Limited Annotated Raw Material Data to Quality Production Data: A Case Study in the Milk Industry (Technical Report). CoRR Roee Shraga, Gil Katz, Yael Badian, Nitay Calderon, Avigdor Gal
2021	A	`conf`	From Limited Annotated Raw Material Data to Quality Production Data: A Case Study in the Milk Industry. CIKM Roee Shraga, Gil Katz, Yael Badian, Nitay Calderon, Avigdor Gal