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Matthieu Labeau

Matthieu Labeau has 2 papers in our library, in 2024–2026; often with Aina Garí Soler, Chloé Clavel.

2 papers in our library · 2024–2026

OpenAlex · h-index 9 · 77 works · 301 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 27 times in our library · 7 more in our library without a page yet · ⭐ Paper Stars ranking: #10300

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

🎓Télécom ParisPalaiseau · France2017–2026 · 44 paperscurrent🎓Institut Polytechnique de ParisPalaiseau · France2020–2026 · 40 paperscurrent🔬Laboratoire Traitement et Communication de l’InformationPalaiseau · France2015–2026 · 36 paperscurrent🔬Laboratoire d'Informatique pour la Mécanique et les Sciences de l'IngénieurOrsay · France2015–2017 · 6 papers🎓University of EdinburghEdinburgh · United Kingdom2019–2021 · 4 papers🔬Centre National de la Recherche ScientifiqueParis · France2015–2017 · 4 papers🎓Université Paris-SaclayGif-sur-Yvette · France2017–2018 · 3 papers🎓Université Paris-SudOrsay · France2015–2017 · 3 papers

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.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

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

 Works by year

2020s

20261 paper20241 paper

 Papers

The most cited first (OpenAlex and our library).

  1. The Impact of Word Splitting on the Semantic Content of Contextualized Word Representations (2024 · 7 citations)
    Most pre-trained language models tokenize input into subwords. Rare or unknown words are therefore broken into several pieces and have no dedicated embedding. This paper asks two questions. First, how should those pieces be pooled into a single contextualized word vector? Second, do the resulting vectors capture…
  2. Scare Quotes as Markers of “Questionable” Word Usages and Misalignment in Conversation: An Annotation Study (2026)
    Scare quotes signal that a word should not be read literally. A writer may use them to show irony, skepticism, distance, or doubt about a lexical choice. Earlier empirical studies were small, unpublished, and ignored how scare quotes work in dialogue. This paper treats them as explicit signals of potentially…

All works

9 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. Non-lexical neural architecture for fine-grained POS Tagging ↗Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing · no summary yetMatthieu Labeau, Kevin Löser, Alexandre Allauzen2015 · 78 citations
  2. The Impact of Word Splitting on the Semantic Content of Contextualized Word RepresentationsTransactions of the Association for Computational Linguistics (TACL)Aina Garí Soler, Matthieu Labeau, Chloé Clavel2024 · 7 citations
  3. Scare Quotes as Markers of “Questionable” Word Usages and Misalignment in Conversation: An Annotation StudyLanguage Resources and Evaluation Conference (LREC)Aina Garí Soler, Juan Carlos Zevallos Huaco, Matthieu Labeau, et al.2026
  4. Décoder le pouvoir de persuasion dans les concours d'éloquence : une étude sur la capacité des modèles de langues à évaluer la prise de parole en public ↗Actes de l'atelier Évaluation des modèles génératifs (LLM) et challenge 2025 (EvalLLM) · no summary yetAlisa Barkar et al.2025
  5. Un mot, deux facettes : traces des opinions dans les représentations contextualisées des mots ↗Actes de CORIA-TALN 2023. Actes de la 30e Conférence sur le Traitement Automatique des Langues Naturelles (TALN), volume 4 : articles déjà soumis ou acceptés en conférence internationale · no summary yetAina Garí Soler, Matthieu Labeau, Chloe Clavel2023
  6. Méta-apprentissage : classification de messages en catégories émotionnelles inconnues en entraînement (Meta-learning : Classifying Messages into Unseen Emotional Categories) ↗Actes de la 28e Conférence sur le Traitement Automatique des Langues Naturelles. Volume 1 : conférence principale · no summary yetGaël Guibon et al.2021
  7. Algorithmes à base d'échantillonage pour l'entraînement de modèles de langue neuronaux (Here the title in English) ↗Actes de la Conférence TALN. Volume 1 - Articles longs, articles courts de TALN · no summary yetMatthieu Labeau, Alexandre Allauzen2018
  8. Adaptation au domaine pour l'analyse morpho-syntaxique (Domain Adaptation for PoS tagging) ↗Actes des 24ème Conférence sur le Traitement Automatique des Langues Naturelles. Volume 2 - Articles courts · no summary yetÉléonor Bartenlian et al.2017
  9. Représentations continues dérivées des caractères pour un modèle de langue neuronal à vocabulaire ouvert (Opening the vocabulary of neural language models with character-level word representations) ↗Actes des 24ème Conférence sur le Traitement Automatique des Langues Naturelles. Volume 1 - Articles longs · no summary yetMatthieu Labeau, Alexandre Allauzen2017

 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 27 times (of the 149,439 papers whose bibliographies we read); 5 citing papers with a page here →.

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