--- title: "Mark Harman — author profile and papers — Elamur Research" description: "Mark Harman, Meta: 2 papers on Elamur Research (2022–2026), h-index 92 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/mark-harman/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/mark-harman/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Mark Harman # Mark Harman Mark Harman has 2 papers in our library, in 2022–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Code & programming languages](https://md.research.elamur.ai/free/en/topics/code-and-programming/); often with [Jie M. Zhang](https://md.research.elamur.ai/free/en/authors/jie-m-zhang/), [Baptiste Roziere](https://md.research.elamur.ai/free/en/authors/baptiste-roziere/), [Francois Charton](https://md.research.elamur.ai/free/en/authors/francois-charton/). 2 papers in our library · 2022–2026 [OpenAlex](https://openalex.org/A5000019783) · [ORCID](https://orcid.org/0000-0002-5864-4488) · [Wikidata](https://www.wikidata.org/wiki/Q6767924) · [**h-index 92**](https://openalex.org/authors/A5000019783) · [655 works](https://openalex.org/works?filter=author.id:A5000019783) · [35,406 citations](https://openalex.org/works?filter=author.id:A5000019783&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/mark-harman/#papers) · [🔗 Cited 32 times in our library](https://md.research.elamur.ai/free/en/authors/mark-harman/cited-by/) · [⭐ Paper Stars ranking: #9872](https://md.research.elamur.ai/free/en/paper-stars/page/99/#star-9872) 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=Mark+Harman) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Mark+Harman) · [dblp](https://dblp.org/search?q=Mark+Harman) · [ACL Anthology](https://aclanthology.org/search/?q=Mark+Harman) ## Affiliations [🎓**University College London** London · United Kingdom 2010–2026 · 263 papersEmployment*current*](https://md.research.elamur.ai/free/en/universities/university-college-london/) · [🏢**Meta** London · United Kingdom 2017–2026 · 40 papersEmployment since 2017 · research scientist*current*](https://md.research.elamur.ai/free/en/companies/meta-united-kingdom/) · [🎓**King's College London** London · United Kingdom 2004–2024 · 116 papersEmployment](https://md.research.elamur.ai/free/en/universities/king-s-college-london/) · [🎓**Brunel University of London** London · United Kingdom 2000–2005 · 55 papersEmployment](https://ror.org/00dn4t376) · [🏢**Meta** Menlo Park · United States 2017–2025 · 23 papers](https://md.research.elamur.ai/free/en/companies/meta/) · [🎓**University of London** London · United Kingdom 1997–2026 · 16 papers](https://md.research.elamur.ai/free/en/universities/university-of-london/) · [🎓**Goldsmiths University of London** London · United Kingdom 1998–2003 · 9 papersEmployment](https://md.research.elamur.ai/free/en/universities/goldsmiths-university-of-london/) · [🏥**King's College Hospital** London · United Kingdom 2005–2010 · 6 papers](https://ror.org/044nptt90) · [🎓**Imperial College London** London · United Kingdom Education](https://md.research.elamur.ai/free/en/universities/imperial-college-london/) 🏛️**University of North London** London Borough of Islington · [United Kingdom](https://md.research.elamur.ai/free/en/countries/united-kingdom/) Employment From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 7 more institutions on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[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/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Information Systems · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [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.[Code & programming languages · 1 work](https://md.research.elamur.ai/free/en/topics/code-and-programming/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/mark-harman/year/2026/) · [**2022** 1 paper](https://md.research.elamur.ai/free/en/authors/mark-harman/year/2022/) ## Papers The most cited first (OpenAlex and our library). 1. **[Leveraging Automated Unit Tests for Unsupervised Code Translation](https://md.research.elamur.ai/free/en/papers/roziere-2022-leveraging-automated-unit-tests-unsupervised/)** *(2022 · 40 citations)* Translating code between programming languages is hard to learn because almost no parallel data exists. Unsupervised systems such as TransCoder therefore rely on back-translation, which trains the model on its own noisy outputs. Unlike natural language, code breaks from a single wrong token, such as an… 2. **[A Study of LLMs' Preferences for Libraries and Programming Languages](https://md.research.elamur.ai/free/en/papers/twist-2026-study-llms-preferences-libraries-programming/)** *(2026 · 5 citations)* The paper examines a rarely evaluated aspect of LLM code generation: which libraries and programming languages a model picks when the prompt leaves that choice open. ## Co-authors here 6 co-authors with a page, the most papers together first. - [Jie M. Zhang](https://md.research.elamur.ai/free/en/authors/jie-m-zhang/) ×2 - [Baptiste Roziere](https://md.research.elamur.ai/free/en/authors/baptiste-roziere/) - [Francois Charton](https://md.research.elamur.ai/free/en/authors/francois-charton/) - [Gabriel Synnaeve](https://md.research.elamur.ai/free/en/authors/gabriel-synnaeve/) - [Guillaume Lample](https://md.research.elamur.ai/free/en/authors/guillaume-lample/) - [Helen Yannakoudakis](https://md.research.elamur.ai/free/en/authors/helen-yannakoudakis/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ## Cited by Papers of our library cite their works 32 times (of the 149,439 papers whose bibliographies we read); [9 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/mark-harman/cited-by/). Updated 3 November 2026