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Matthias Gallé

Matthias Gallé has 2 papers in our library, in 2020–2021, most of them on Machine translation, Tokenization & segmentation; often with Arun Raja, Benoît Sagot, Chenglei Si.

2 papers in our library · 2020–2021

OpenAlex · ORCID · h-index 14 · 94 works · 1,583 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 339 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #4167

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

🏢CohereSan Francisco2022–2026 · 9 paperscurrent🏢NaverSeongnam-si · South Korea2017–2022 · 11 papers🔬Centre Inria de l'Université de RennesRennes · France2008–2011 · 5 papers🔬Institut national de recherche en sciences et technologies du numériqueLe Chesnay-Rocquencourt · France2008–2011 · 5 papers🏢XeroxSaint-Denis · France2012–2016 · 3 papers🔬Institut de Recherche en Informatique et Systèmes AléatoiresRennes · France2010–2011 · 3 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine.

 Concepts, shelves and topics

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

📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksArts and Humanities · 1 workLanguage and Linguistics · 1 work

🧭 Topics 2Research subjects and languages the work is about.Tokenization & segmentation · 1 workMachine translation · 1 work

💡 Concepts 1Key ideas and methods explained on our concept pages.Subword tokenization · 1 work

 Works by year

2020s

20211 paperBetween words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP20201 paperMonolingual Adapters for Zero-Shot Neural Machine Translation

 Papers

The most cited first (OpenAlex and our library).

  1. Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP (2021 · 190 citations)
    This is a survey paper by the BigScience Workshop tokenization working group. The authors examine which units of text NLP models should operate on: words, subwords, characters, bytes, or even pixels. The paper offers no new data and no method of its own. Instead, it connects research from the pre-neural and neural…
  2. Monolingual Adapters for Zero-Shot Neural Machine Translation (2020 · 114 citations)
    Multilingual NMT systems can, in principle, translate between language pairs never observed during training, but this zero-shot quality is usually poor.

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. Back to Basics: Revisiting REINFORCE-Style Optimization for Learning from Human Feedback in LLMsProceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · original ↗ · no summary yetArash Ahmadian et al.2024 · 201 citations
  2. Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLParXiv:2112.10508Sabrina J. Mielke, Zaid Alyafeai, Elizabeth Salesky, et al.2021 · 190 citations
  3. Monolingual Adapters for Zero-Shot Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Jerin Philip, Alexandre Berard, Matthias Gallé, et al.2020 · 114 citations
  4. On the Evaluation of Machine Translation for Terminology ConsistencyarXiv:2106.11891 · original ↗ · no summary yetMd Mahfuz ibn Alam et al.2021 · 45 citations

 Co-authors here

10 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 339 times (of the 141,840 papers whose bibliographies we read); 32 citing papers with a page here →.

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