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ORCIDNitay Calderon
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2020 – today
- 2026
[c14]Gilat Toker, Nitay Calderon, Ohad Amosy, Roi Reichart:
LIBERTy: A Causal Framework for Benchmarking Concept-Based Explanations of LLMs with Structural Counterfactuals. ACL (Findings) 2026: 8149-8186- [i20]Gilat Toker, Nitay Calderon, Ohad Amosy, Roi Reichart:
LIBERTy: A Causal Framework for Benchmarking Concept-Based Explanations of LLMs with Structural Counterfactuals. CoRR abs/2601.10700 (2026) - [i19]Nitay Calderon, Eyal Ben-David, Zorik Gekhman, Eran Ofek, Gal Yona:
Empty Shelves or Lost Keys? Recall Is the Bottleneck for Parametric Factuality. CoRR abs/2602.14080 (2026) - [i18]Tomer Keren, Nitay Calderon, Asaf Yehudai, Yotam Perlitz, Michal Shmueli-Scheuer, Roi Reichert:
A Matter of TASTE: Improving Coverage and Difficulty of Agent Benchmarks. CoRR abs/2605.28556 (2026) - [i17]Nirit Nussbaum-Hoffer, Nitay Calderon, Liat Ein-Dor, Roi Reichart:
LLM Explainability with Counterfactual Chains and Causal Graphs. CoRR abs/2606.05972 (2026) - 2025
- [c13]Nitay Calderon, Roi Reichart, Rotem Dror:
The Alternative Annotator Test for LLM-as-a-Judge: How to Statistically Justify Replacing Human Annotators with LLMs. ACL (1) 2025: 16051-16081 - [c12]Lotem Peled-Cohen, Maya Zadok, Nitay Calderon, Hila Gonen, Roi Reichart:
Dementia Through Different Eyes: Explainable Modeling of Human and LLM Perceptions for Early Awareness. EMNLP (Findings) 2025: 13834-13860 - [c11]Nitay Calderon, Liat Ein-Dor
, Roi Reichart:
Multi-Domain Explainability of Preferences. EMNLP 2025: 14542-14575 - [c10]Omer Nahum, Nitay Calderon, Orgad Keller, Idan Szpektor, Roi Reichart:
Are LLMs Better than Reported? Detecting Label Errors and Mitigating Their Effect on Model Performance. EMNLP 2025: 26782-26809 - [c9]Mor Ventura, Michael Toker, Nitay Calderon, Zorik Gekhman, Yonatan Bitton, Roi Reichart:
NL-Eye: Abductive NLI For Images. ICLR 2025 - [c8]Nitay Calderon, Roi Reichart:
On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs. NAACL (Long Papers) 2025: 656-693 - [i16]Nitay Calderon, Roi Reichart, Rotem Dror:
The Alternative Annotator Test for LLM-as-a-Judge: How to Statistically Justify Replacing Human Annotators with LLMs. CoRR abs/2501.10970 (2025) - [i15]Itay Nakash, Nitay Calderon, Eyal Ben-David, Elad Hoffer, Roi Reichart:
AdaptiVocab: Enhancing LLM Efficiency in Focused Domains through Lightweight Vocabulary Adaptation. CoRR abs/2503.19693 (2025) - [i14]Lotem Peled-Cohen, Maya Zadok, Nitay Calderon, Hila Gonen, Roi Reichart:
Dementia Through Different Eyes: Explainable Modeling of Human and LLM Perceptions for Early Awareness. CoRR abs/2505.13418 (2025) - [i13]Nitay Calderon, Liat Ein-Dor, Roi Reichart:
Multi-Domain Explainability of Preferences. CoRR abs/2505.20088 (2025) - [i12]Ofir Azachi, Kfir Eliyahu, Eyal El Ani, Rom Himelstein, Roi Reichart, Yuval Pinter, Nitay Calderon:
Leveraging NTPs for Efficient Hallucination Detection in VLMs. CoRR abs/2509.20379 (2025) - 2024
- [c7]Nitay Calderon, Naveh Porat, Eyal Ben-David, Alexander Chapanin, Zorik Gekhman, Nadav Oved, Vitaly Shalumov, Roi Reichart:
Measuring the Robustness of NLP Models to Domain Shifts. EMNLP (Findings) 2024: 126-154 - [c6]Yair Ori Gat, Nitay Calderon, Amir Feder, Alexander Chapanin, Amit Sharma, Roi Reichart:
Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals. ICLR 2024 - [c5]Shir Lissak, Nitay Calderon, Geva Shenkman, Yaakov Ophir, Eyal Fruchter, Anat Brunstein Klomek, Roi Reichart:
The Colorful Future of LLMs: Evaluating and Improving LLMs as Emotional Supporters for Queer Youth. NAACL-HLT 2024: 2040-2079 - [i11]Shir Lissak, Nitay Calderon, Geva Shenkman, Yaakov Ophir, Eyal Fruchter, Anat Brunstein Klomek, Roi Reichart:
The Colorful Future of LLMs: Evaluating and Improving LLMs as Emotional Supporters for Queer Youth. CoRR abs/2402.11886 (2024) - [i10]Nitay Calderon, Roi Reichart:
On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs. CoRR abs/2407.19200 (2024) - [i9]Mor Ventura, Michael Toker, Nitay Calderon, Zorik Gekhman, Yonatan Bitton, Roi Reichart:
NL-Eye: Abductive NLI for Images. CoRR abs/2410.02613 (2024) - [i8]Omer Nahum, Nitay Calderon, Orgad Keller, Idan Szpektor, Roi Reichart:
Are LLMs Better than Reported? Detecting Label Errors and Mitigating Their Effect on Model Performance. CoRR abs/2410.18889 (2024) - 2023
- [c4]Nitay Calderon, Subhabrata Mukherjee, Roi Reichart, Amir Kantor:
A Systematic Study of Knowledge Distillation for Natural Language Generation with Pseudo-Target Training. ACL (1) 2023: 14632-14659 - [i7]Yael Badian, Yaakov Ophir, Refael Tikochinski, Nitay Calderon, Anat Brunstein Klomek, Roi Reichart:
A Picture May Be Worth a Thousand Lives: An Interpretable Artificial Intelligence Strategy for Predictions of Suicide Risk from Social Media Images. CoRR abs/2302.09488 (2023) - [i6]Nitay Calderon, Subhabrata Mukherjee, Roi Reichart, Amir Kantor:
A Systematic Study of Knowledge Distillation for Natural Language Generation with Pseudo-Target Training. CoRR abs/2305.02031 (2023) - [i5]Nitay Calderon, Naveh Porat, Eyal Ben-David, Zorik Gekhman, Nadav Oved, Roi Reichart:
Measuring the Robustness of Natural Language Processing Models to Domain Shifts. CoRR abs/2306.00168 (2023) - [i4]Yair Ori Gat, Nitay Calderon, Amir Feder, Alexander Chapanin, Amit Sharma, Roi Reichart:
Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals. CoRR abs/2310.00603 (2023) - 2022
- [c3]Nitay Calderon, Eyal Ben-David, Amir Feder, Roi Reichart:
DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation. ACL (1) 2022: 7727-7746 - [c2]Itai Gat, Nitay Calderon, Roi Reichart, Tamir Hazan:
A Functional Information Perspective on Model Interpretation. ICML 2022: 7266-7278 - [i3]Nitay Calderon, Eyal Ben-David, Amir Feder, Roi Reichart:
DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation. CoRR abs/2202.12350 (2022) - [i2]Roee Shraga, Gil Katz, Yael Badian, Nitay Calderon, Avigdor Gal:
From Limited Annotated Raw Material Data to Quality Production Data: A Case Study in the Milk Industry (Technical Report). CoRR abs/2204.12302 (2022) - [i1]Itai Gat, Nitay Calderon, Roi Reichart, Tamir Hazan:
A Functional Information Perspective on Model Interpretation. CoRR abs/2206.05700 (2022) - 2021
- [c1]Roee Shraga, Gil Katz, Yael Badian, Nitay Calderon, Avigdor Gal:
From Limited Annotated Raw Material Data to Quality Production Data: A Case Study in the Milk Industry. CIKM 2021: 4114-4124
Coauthor Index
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