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Itay Levy

Itay Levy has 2 papers in our library, in 2023–2025, most of them on Reasoning; often with Ben Bogin, Jonathan Berant.

2 papers in our library · 2023–2025

OpenAlex · ORCID · Wikidata · h-index 8 · 21 works · 460 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 160 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #4591

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Bar-Ilan UniversityRamat Gan · Israel2014–2020 · 9 papers
🏛️Faculty of Exact Sciences, Bar-llan UniversityRamat Gan · Israel2013Education since 2013Employment since 2013

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed.

 Concepts, shelves and topics

Of its works in our library: the number of works on each and its rating among them.

📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work

🧭 Topics 1Research subjects and languages the work is about.Reasoning · 1 work

 Works by year

2020s

20251 paperItay Levy's papers of 202520231 paperItay Levy's papers of 2023

 Papers

The most cited first (OpenAlex and our library).

  1. Diverse Demonstrations Improve In-context Compositional Generalization (2023 · 139 citations)
    Few-shot prompting (in-context learning) of large LMs works well for semantic parsing when test and training data come from the same distribution.
  2. Llama-Nemotron: Efficient Reasoning Models (2025 · 75 citations)
    Reasoning-oriented language models write long chains of thought, so inference cost increasingly limits how useful they are.

All works

3 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

  1. Diverse Demonstrations Improve In-context Compositional GeneralizationAnnual Meeting of the Association for Computational Linguistics (ACL)Itay Levy, Ben Bogin, Jonathan Berant2023 · 139 citations
  2. Llama-Nemotron: Efficient Reasoning ModelsarXiv:2505.00949Akhiad Bercovich, Itay Levy, Izik Golan, et al.2025 · 75 citations
  3. Puzzle: Distillation-Based NAS for Inference-Optimized LLMs ↗arXiv:2411.19146 · no summary yetAkhiad Bercovich et al.2024 · 10 citations

 Co-authors here

2 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 160 times (of the 141,840 papers whose bibliographies we read); 11 citing papers with a page here →.

Updated

This page in Markdown → https://md.research.elamur.ai/free/en/authors/itay-levy/