PPaperPicks

Oren Barkan

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

DBLP profile ↗ORCID search ↗

Venues

AAAI ×4CIKM ×2EMNLP ×2ACL ×1ICCV ×1SIGIR ×1WWW ×1

Frequent coauthors

Noam Koenigstein
×12
Yehonatan Elisha
×10
Jonathan Weill
×4
Veronika Bogina
×3
Yonatan Toib
×3
Yahlly Schein
×2
Mikhail Baklanov
×2
Dor Arviv
×1
Seffi Cohen
×1
Liron I. Allerhand
×1
Ziv Weiss Haddad
×1
Liya Gurevitch
×1

Papers

  1. Extracting Interaction-Aware Monosemantic Concepts in Recommender Systems
    AAAI 2026 ·
    Dor Arviv
    ,
    Yehonatan Elisha
    , Oren Barkan,
    Noam Koenigstein
  2. Fidelity-Aware Recommendation Explanations via Stochastic Path Integration
    AAAI 2026 · Oren Barkan,
    Yahlly Schein
    ,
    Yehonatan Elisha
    ,
    Veronika Bogina
    ,
    Mikhail Baklanov
    ,
    Noam Koenigstein
  3. Rethinking Saliency Maps: A Cognitive Human Aligned Taxonomy and Evaluation Framework for Explanations
    AAAI 2026 ·
    Yehonatan Elisha
    ,
    Seffi Cohen
    , Oren Barkan,
    Noam Koenigstein
  4. BEE: Metric-Adapted Explanations via Baseline Exploration-Exploitation
    AAAI 2025 · Oren Barkan,
    Yehonatan Elisha
    ,
    Jonathan Weill
    ,
    Noam Koenigstein
  5. Refining Fidelity Metrics for Explainable Recommendations
    SIGIR 2025 ·
    Mikhail Baklanov
    ,
    Veronika Bogina
    ,
    Yehonatan Elisha
    ,
    Yahlly Schein
    ,
    Liron I. Allerhand
    , Oren Barkan,
    Noam Koenigstein
  6. Soft Local Completeness: Rethinking Completeness in XAI
    ICCV 2025 ·
    Ziv Weiss Haddad
    , Oren Barkan,
    Yehonatan Elisha
    ,
    Noam Koenigstein
  7. A Counterfactual Framework for Learning and Evaluating Explanations for Recommender Systems
    WWW 2024 · Oren Barkan,
    Veronika Bogina
    ,
    Liya Gurevitch
    ,
    Yuval Asher
    ,
    Noam Koenigstein
  8. A Learning-based Approach for Explaining Language Models
    CIKM 2024 · Oren Barkan,
    Yonatan Toib
    ,
    Yehonatan Elisha
    ,
    Noam Koenigstein
  9. Improving LLM Attributions with Randomized Path-Integration
    EMNLP 2024 · Oren Barkan,
    Yehonatan Elisha
    ,
    Yonatan Toib
    ,
    Jonathan Weill
    ,
    Noam Koenigstein
  10. InterrogateLLM: Zero-Resource Hallucination Detection in LLM-Generated Answers
    ACL 2024 ·
    Yakir Yehuda
    ,
    Itzik Malkiel
    , Oren Barkan,
    Jonathan Weill
    ,
    Royi Ronen
    ,
    Noam Koenigstein
  11. LLM Explainability via Attributive Masking Learning
    EMNLP 2024 · Oren Barkan,
    Yonatan Toib
    ,
    Yehonatan Elisha
    ,
    Jonathan Weill
    ,
    Noam Koenigstein
  12. Probabilistic Path Integration with Mixture of Baseline Distributions
    CIKM 2024 ·
    Yehonatan Elisha
    , Oren Barkan,
    Noam Koenigstein