--- title: "Zorik Gekhman — author profile and papers · Machine translation" description: "Zorik Gekhman, Google: 2 papers on Elamur Research (2020–2023), h-index 6 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/zorik-gekhman/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/zorik-gekhman/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Zorik Gekhman # Zorik Gekhman Zorik Gekhman has 2 papers in our library, in 2020–2023, most of them on [Machine translation](https://md.research.elamur.ai/free/en/topics/machine-translation/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/); often with [Roee Aharoni](https://md.research.elamur.ai/free/en/authors/roee-aharoni/), [Idan Szpektor](https://md.research.elamur.ai/free/en/authors/idan-szpektor/), [Jonathan Herzig](https://md.research.elamur.ai/free/en/authors/jonathan-herzig/). 2 papers in our library · 2020–2023 [OpenAlex](https://openalex.org/A5087260801) · [**h-index 6**](https://openalex.org/authors/A5087260801) · [32 works](https://openalex.org/works?filter=author.id:A5087260801) · [172 citations](https://openalex.org/works?filter=author.id:A5087260801&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/zorik-gekhman/#papers) · [🔗 Cited 143 times in our library](https://md.research.elamur.ai/free/en/authors/zorik-gekhman/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4968](https://md.research.elamur.ai/free/en/paper-stars/page/50/#star-4968) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Zorik+Gekhman) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Zorik+Gekhman) · [dblp](https://dblp.org/search?q=Zorik+Gekhman) · [ACL Anthology](https://aclanthology.org/search/?q=Zorik+Gekhman) ## Affiliations [🎓**Technion – Israel Institute of Technology** Haifa · Israel 2023–2026 · 15 papers*current*](https://md.research.elamur.ai/free/en/universities/technion-israel-institute-of-technology/) · [🏢**Google** Mountain View · United States 2020–2026 · 11 papers*current*](https://md.research.elamur.ai/free/en/companies/google/) · [🎓**Hebrew University of Jerusalem** Jerusalem · Israel 2025–2026 · 3 papers*current*](https://md.research.elamur.ai/free/en/universities/hebrew-university-of-jerusalem/) 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 4 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 2 Research subjects and languages the work is about.[Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Machine translation · 1 work](https://md.research.elamur.ai/free/en/topics/machine-translation/) ## Works by year ### 2020s [**2023** 1 paper TrueTeacher: Learning Factual Consistency Evaluation with Large Language Models](https://md.research.elamur.ai/free/en/papers/gekhman-2023-trueteacher-learning-factual-consistency-evaluation/) · [**2020** 1 paper KoBE: Knowledge-Based Machine Translation Evaluation](https://md.research.elamur.ai/free/en/papers/gekhman-2020-kobe-knowledge-based-machine-translation/) ## Papers The most cited first (OpenAlex and our library). 1. **[TrueTeacher: Learning Factual Consistency Evaluation with Large Language Models](https://md.research.elamur.ai/free/en/papers/gekhman-2023-trueteacher-learning-factual-consistency-evaluation/)** *(2023 · 106 citations)* Checking whether a generated summary is faithful to its source document is usually done with NLI classifiers. 2. **[KoBE: Knowledge-Based Machine Translation Evaluation](https://md.research.elamur.ai/free/en/papers/gekhman-2020-kobe-knowledge-based-machine-translation/)** *(2020 · 20 citations)* KoBE is a reference-free metric. Each source sentence and each candidate translation is linked to a large multilingual knowledge base, using entity linking. The score is the recall of source entities that are linked to the same knowledge-base entry in the candidate, clipped by the number of times each entity occurs… ## All works 4 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. **[TrueTeacher: Learning Factual Consistency Evaluation with Large Language Models](https://md.research.elamur.ai/free/en/papers/gekhman-2023-trueteacher-learning-factual-consistency-evaluation/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Zorik Gekhman, Jonathan Herzig, Roee Aharoni, et al.*2023 · 106 citations* 2. **[LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations](https://arxiv.org/abs/2410.02707) arXiv:2410.02707 · original ↗ · no summary yet**Hadas Orgad et al.*2024 · 63 citations* 3. [**KoBE: Knowledge-Based Machine Translation Evaluation**Zorik Gekhman, Roee Aharoni, Genady Beryozkin, et al.*Machine translation · 20 citations*](https://md.research.elamur.ai/free/en/papers/gekhman-2020-kobe-knowledge-based-machine-translation/) 4. **[Fine-Grained Detection of Context-Grounded Hallucinations Using LLMs](https://aclanthology.org/2026.findings-acl.1907/) Findings of the Association for Computational Linguistics: ACL 2026 · original ↗ · no summary yet**Yehonatan Peisakhovsky et al.*2026 · 1 citation* ## Co-authors here 5 co-authors with a page, the most papers together first. - [Roee Aharoni](https://md.research.elamur.ai/free/en/authors/roee-aharoni/) ×2 - [Idan Szpektor](https://md.research.elamur.ai/free/en/authors/idan-szpektor/) - [Jonathan Herzig](https://md.research.elamur.ai/free/en/authors/jonathan-herzig/) - [Markus Freitag](https://md.research.elamur.ai/free/en/authors/markus-freitag/) - [Wolfgang Macherey](https://md.research.elamur.ai/free/en/authors/wolfgang-macherey/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2023](https://md.research.elamur.ai/free/en/venues/emnlp/2023/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2020](https://md.research.elamur.ai/free/en/venues/findings/2020/) - Findings of the Association for Computational Linguistics: ACL 2026 ## Cited by Papers of our library cite their works 143 times (of the 141,840 papers whose bibliographies we read); [9 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/zorik-gekhman/cited-by/). Updated 24 October 2026