---
title: "Johan Ferret — author profile and papers — Elamur Research"
description: "Johan Ferret, Google: 2 papers on Elamur Research (2023–2024), h-index 11 — affiliations, topics, co-authors and who cites them in our library."
canonical: "https://research.elamur.ai/free/en/authors/johan-ferret/"
---
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# Johan Ferret

Johan Ferret has 2 papers in our library, in 2023–2024, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Summarization](https://md.research.elamur.ai/free/en/topics/summarization/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Geoffrey Cideron](https://md.research.elamur.ai/free/en/authors/geoffrey-cideron/), [Leonard Hussenot](https://md.research.elamur.ai/free/en/authors/leonard-hussenot/), [Robert Dadashi](https://md.research.elamur.ai/free/en/authors/robert-dadashi/).

2 papers in our library · 2023–2024

[OpenAlex](https://openalex.org/A5087706654) · [**h-index 11**](https://openalex.org/authors/A5087706654) · [42 works](https://openalex.org/works?filter=author.id:A5087706654) · [1,553 citations](https://openalex.org/works?filter=author.id:A5087706654&sort=cited_by_count:desc) OpenAlex, 2026-10-14

[📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/johan-ferret/#papers) · [🔗 Cited 5,968 times in our library](https://md.research.elamur.ai/free/en/authors/johan-ferret/cited-by/) · [5 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #8573](https://md.research.elamur.ai/free/en/paper-stars/page/86/#star-8573)

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=Johan+Ferret) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Johan+Ferret) · [dblp](https://dblp.org/search?q=Johan+Ferret) · [ACL Anthology](https://aclanthology.org/search/?q=Johan+Ferret)

## Affiliations

[🏢**Google** Mountain View · United States 2019–2026 · 7 papers*current*](https://md.research.elamur.ai/free/en/companies/google/) · [🏢**Google DeepMind** London · United Kingdom 2024–2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/companies/google-deepmind/) · [🎓**Université de Lille** Lille · France 2021–2024 · 7 papers](https://md.research.elamur.ai/free/en/universities/universite-de-lille/) · [🔬**Centre de Recherche en Informatique, Signal et Automatique de Lille** Villeneuve-d'Ascq · France 2021–2022 · 4 papers](https://md.research.elamur.ai/free/en/labs/centre-de-recherche-en-informatique-signal-et-automatique-de-lille/) · [🔬**SCOOL: Prise de décision séquentielle dans l'incertain** Villeneuve-d'Ascq · France 2021–2022 · 3 papers](https://ror.org/025wa0q37) · [🎓**Bar-Ilan University** Ramat Gan · Israel 2023 · 2 papers](https://md.research.elamur.ai/free/en/universities/bar-ilan-university/) · [🔬**Institut national de recherche en sciences et technologies du numérique** Le Chesnay-Rocquencourt · France 2021–2022 · 2 papers](https://md.research.elamur.ai/free/en/labs/institut-national-de-recherche-en-sciences-et-technologies-du-numerique/) · [🔬**Centre National de la Recherche Scientifique** Paris · France 2021 · 2 papers](https://md.research.elamur.ai/free/en/labs/centre-national-de-la-recherche-scientifique/)

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 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 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 4 Research subjects and languages the work is about.[Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Summarization · 1 work](https://md.research.elamur.ai/free/en/topics/summarization/) · [Efficient models & compression · 1 work](https://md.research.elamur.ai/free/en/topics/efficient-models/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/)

## Works by year

### 2020s

[**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/johan-ferret/year/2024/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/johan-ferret/year/2023/)

## Papers

The most cited first (OpenAlex and our library).

1. **[Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback](https://md.research.elamur.ai/free/en/papers/roit-2023-factually-consistent-summarization-reinforcement-learning/)** *(2023 · 70 citations)* Abstractive summarizers often produce statements that their source article does not support or even contradicts.
2. **[BOND: Aligning LLMs with Best-of-N Distillation](https://md.research.elamur.ai/free/en/papers/sessa-2024-bond-aligning-llms-best-n/)** *(2024 · 23 citations)* Best-of-N sampling draws N responses from a reference model and keeps the one a reward model scores highest.

## All works

7 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. **[Gemma: Open Models Based on Gemini Research and Technology ↗](https://arxiv.org/abs/2403.08295) arXiv:2403.08295 · no summary yet**Gemma Team et al.*2024 · 1,313 citations*
2. **[Gemma 2: Improving Open Language Models at a Practical Size ↗](https://arxiv.org/abs/2408.00118) arXiv:2408.00118 · no summary yet**Gemma Team et al.*2024 · 1,302 citations*
3. **[Gemma 3 Technical Report ↗](https://arxiv.org/abs/2503.19786) arXiv:2503.19786 · no summary yet**Gemma Team et al.*2025 · 1,147 citations*
4. **[Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback](https://md.research.elamur.ai/free/en/papers/roit-2023-factually-consistent-summarization-reinforcement-learning/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Paul Roit, Johan Ferret, Lior Shani, et al.*2023 · 70 citations*
5. **[Gemma 4 Technical Report ↗](https://arxiv.org/abs/2607.02770) arXiv (Cornell University) · no summary yet**Gemma Team et al.*2026 · 45 citations*
6. [**BOND: Aligning LLMs with Best-of-N Distillation arXiv:2407.14622**Pier Giuseppe Sessa, Robert Dadashi, Leonard Hussenot, et al.*2024 · 23 citations*](https://md.research.elamur.ai/free/en/papers/sessa-2024-bond-aligning-llms-best-n/)
7. **[RecurrentGemma: Moving Past Transformers for Efficient Open Language Models ↗](https://arxiv.org/abs/2404.07839) arXiv (Cornell University) · no summary yet**Aleksandar Botev et al.*2024 · 22 citations*

## Co-authors here

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

- [Geoffrey Cideron](https://md.research.elamur.ai/free/en/authors/geoffrey-cideron/) ×2
- [Leonard Hussenot](https://md.research.elamur.ai/free/en/authors/leonard-hussenot/) ×2
- [Robert Dadashi](https://md.research.elamur.ai/free/en/authors/robert-dadashi/) ×2
- [Sertan Girgin](https://md.research.elamur.ai/free/en/authors/sertan-girgin/) ×2
- [Alexandre Rame](https://md.research.elamur.ai/free/en/authors/alexandre-rame/)
- [Matthieu Geist](https://md.research.elamur.ai/free/en/authors/matthieu-geist/)
- [Nino Vieillard](https://md.research.elamur.ai/free/en/authors/nino-vieillard/)
- [Orgad Keller](https://md.research.elamur.ai/free/en/authors/orgad-keller/)
- [Paul Roit](https://md.research.elamur.ai/free/en/authors/paul-roit/)
- [Piotr Stanczyk](https://md.research.elamur.ai/free/en/authors/piotr-stanczyk/)
- [Roee Aharoni](https://md.research.elamur.ai/free/en/authors/roee-aharoni/)
- [Sarah Perrin](https://md.research.elamur.ai/free/en/authors/sarah-perrin/)

## Venues

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

- [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2023](https://md.research.elamur.ai/free/en/venues/acl/2023/)
- [Nature](https://md.research.elamur.ai/free/en/venues/nature/)

## Cited by

Papers of our library cite their works 5,968 times (of the 149,439 papers whose bibliographies we read); [1,423 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/johan-ferret/cited-by/).

Updated 3 November 2026