PPaperPicks

Roi Reichart

Technion-Israel Institute of Technology, Israel

18 papers at tracked venues · 8 at CORE A* · active 2024–2026

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Venues

EMNLP ×7ACL ×3ICLR ×3NAACL ×3AAAI ×1NeurIPS ×1

Frequent coauthors

Nitay Calderon
×10
Zorik Gekhman
×6
Amir Feder
×3
Liat Ein-Dor
×2
Ohad Amosy
×2
Idan Szpektor
×2
Ariel Goldstein
×2
Michael Toker
×2
Eilam Shapira
×2
Alexander Chapanin
×2
Eyal Ben-David
×2
Yehonatan Peisakhovsky
×1

Papers

  1. Fine-Grained Detection of Context-Grounded Hallucinations Using LLMs
    ACL 2026 ·
    Yehonatan Peisakhovsky
    ,
    Zorik Gekhman
    ,
    Yosi Mass
    ,
    Liat Ein-Dor
    , Roi Reichart
  2. LIBERTy: A Causal Framework for Benchmarking Concept-Based Explanations of LLMs with Structural Counterfactuals
    ACL 2026 ·
    Gilat Toker
    ,
    Nitay Calderon
    ,
    Ohad Amosy
    , Roi Reichart
  3. Are LLMs Better than Reported? Detecting Label Errors and Mitigating Their Effect on Model Performance
    EMNLP 2025 ·
    Omer Nahum
    ,
    Nitay Calderon
    ,
    Orgad Keller
    ,
    Idan Szpektor
    , Roi Reichart
  4. Can LLMs Learn Macroeconomic Narratives from Social Media?
    NAACL 2025 ·
    Almog Gueta
    ,
    Amir Feder
    ,
    Zorik Gekhman
    ,
    Ariel Goldstein
    , Roi Reichart
  5. Dementia Through Different Eyes: Explainable Modeling of Human and LLM Perceptions for Early Awareness
    EMNLP 2025 ·
    Lotem Peled-Cohen
    ,
    Maya Zadok
    ,
    Nitay Calderon
    ,
    Hila Gonen
    , Roi Reichart
  6. LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations
    ICLR 2025 ·
    Hadas Orgad
    ,
    Michael Toker
    ,
    Zorik Gekhman
    , Roi Reichart,
    Idan Szpektor
    ,
    Hadas Kotek
    ,
    Yonatan Belinkov
  7. Multi-Domain Explainability of Preferences
    EMNLP 2025 ·
    Nitay Calderon
    ,
    Liat Ein-Dor
    , Roi Reichart
  8. NL-Eye: Abductive NLI For Images
    ICLR 2025 ·
    Mor Ventura
    ,
    Michael Toker
    ,
    Nitay Calderon
    ,
    Zorik Gekhman
    ,
    Yonatan Bitton
    , Roi Reichart
  9. On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs
    NAACL 2025 ·
    Nitay Calderon
    , Roi Reichart
  10. TabSTAR: A Tabular Foundation Model for Tabular Data with Text Fields
    NeurIPS 2025 ·
    Alan Arazi
    ,
    Eilam Shapira
    , Roi Reichart
  11. The Alternative Annotator Test for LLM-as-a-Judge: How to Statistically Justify Replacing Human Annotators with LLMs
    ACL 2025 ·
    Nitay Calderon
    , Roi Reichart,
    Rotem Dror
  12. Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations?
    EMNLP 2024 ·
    Zorik Gekhman
    ,
    Gal Yona
    ,
    Roee Aharoni
    ,
    Matan Eyal
    ,
    Amir Feder
    , Roi Reichart,
    Jonathan Herzig
  13. Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals
    ICLR 2024 ·
    Yair Ori Gat
    ,
    Nitay Calderon
    ,
    Amir Feder
    ,
    Alexander Chapanin
    ,
    Amit Sharma
    , Roi Reichart
  14. Measuring the Robustness of NLP Models to Domain Shifts
    EMNLP 2024 ·
    Nitay Calderon
    ,
    Naveh Porat
    ,
    Eyal Ben-David
    ,
    Alexander Chapanin
    ,
    Zorik Gekhman
    ,
    Nadav Oved
    ,
    Vitaly Shalumov
    , Roi Reichart
  15. Systematic Biases in LLM Simulations of Debates
    EMNLP 2024 ·
    Amir Taubenfeld
    ,
    Yaniv Dover
    , Roi Reichart,
    Ariel Goldstein
  16. Text2Model: Text-based Model Induction for Zero-shot Image Classification
    EMNLP 2024 ·
    Ohad Amosy
    ,
    Tomer Volk
    ,
    Eilam Shapira
    ,
    Eyal Ben-David
    , Roi Reichart,
    Gal Chechik
  17. The Colorful Future of LLMs: Evaluating and Improving LLMs as Emotional Supporters for Queer Youth
    NAACL 2024 ·
    Shir Lissak
    ,
    Nitay Calderon
    ,
    Geva Shenkman
    ,
    Yaakov Ophir
    ,
    Eyal Fruchter
    ,
    Anat Brunstein Klomek
    , Roi Reichart
  18. Your Prompt Is My Command: On Assessing the Human-Centred Generality of Multimodal Models (Abstract Reprint)
    AAAI 2024 ·
    Wout Schellaert
    ,
    Fernando Martínez-Plumed
    ,
    Karina Vold
    ,
    John Burden
    ,
    Pablo A. M. Casares
    ,
    Bao Sheng Loe
    , Roi Reichart,
    Seán Ó hÉigeartaigh
    ,
    Anna Korhonen
    ,
    José Hernández-Orallo