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Nitay Calderon
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2020 – today
- 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 - [i10]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) - [i9]Nitay Calderon, Roi Reichart:
On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs. CoRR abs/2407.19200 (2024) - [i8]Mor Ventura, Michael Toker, Nitay Calderon, Zorik Gekhman, Yonatan Bitton, Roi Reichart:
NL-Eye: Abductive NLI for Images. CoRR abs/2410.02613 (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
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