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Joseph Le Roux

Joseph Le Roux has 2 papers in our library, in 2010–2022, most of them on Semitic languages, Summarization, English; often with Deirdre Hogan, Jennifer Foster, Josef van Genabith.

2 papers in our library · 2010–2022

OpenAlex · ORCID · h-index 12 · 91 works · 589 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 74 times in our library · 8 more in our library without a page yet · ⭐ Paper Stars ranking: #6188

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

🔬Laboratoire d'Informatique de Paris-NordVilletaneuse · France2011–2026 · 33 paperscurrent🎓Université Sorbonne Paris NordVilletaneuse · France2011–2026 · 24 paperscurrent🔬Centre National de la Recherche ScientifiqueParis · France2011–2026 · 12 paperscurrent🎓Dublin City UniversityDublin · Ireland2009–2011 · 4 papers🔬Sorbonne Paris CitéParis · France2013–2014 · 2 papers🔬Laboratoire d’Informatique Fondamentale de MarseilleMarseille · France2011 · 2 papers🔬Laboratoire Lorrain de Recherche en Informatique et ses ApplicationsNancy · France2005–2008 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 3 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 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works

🧭 Topics 4Research subjects and languages the work is about.Semitic languages · 2 worksSummarization · 1 workEnglish · 1 workFrench · 1 work

 Works by year

2020s

20221 paper

2010s

20101 paper

 Papers

The most cited first (OpenAlex and our library).

  1. AraBART: a Pretrained Arabic Sequence-to-Sequence Model for Abstractive Summarization (2022 · 80 citations)
    Arabic summarization research has mostly produced extractive systems. The few abstractive ones were either trained without pretraining or reused BERT, where only the encoder carries pretrained weights and the decoder and cross-attention start from random values. The authors present AraBART, a BART Base–style seq2seq…
  2. Handling Unknown Words in Statistical Latent-Variable Parsing Models for Arabic, English and French (2010 · 71 citations)
    The paper examines how a generative constituency parser should tag words it never saw, or saw only rarely, in training.

All works

10 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. AraBART: a Pretrained Arabic Sequence-to-Sequence Model for Abstractive SummarizationArabic Natural Language Processing Workshop (WANLP)Moussa Kamal Eddine, Nadi Tomeh, Nizar Habash, et al.2022 · 80 citations
  2. Handling Unknown Words in Statistical Latent-Variable Parsing Models for Arabic, English and FrenchNAACL HLT Workshop on Statistical Parsing of Morphologically-Rich LanguagesMohammed Attia, Jennifer Foster, Deirdre Hogan, et al.2010 · 71 citations
  3. Syntactic Parsing and Compound Recognition via Dual Decomposition: Application to French ↗Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers · no summary yetJoseph Le Roux, Antoine Rozenknop, Matthieu Constant2014 · 27 citations
  4. XMG : un Compilateur de Méta-Grammaires Extensible ↗Actes de la 12ème conférence sur le Traitement Automatique des Langues Naturelles. Articles longs · no summary yetDenys Duchier, Joseph Le Roux, Yannick Parmentier2005 · 8 citations
  5. Generative Constituent Parsing and Discriminative Dependency Reranking: Experiments on English and French ↗Proceedings of the ACL 2012 Joint Workshop on Statistical Parsing and Semantic Processing of Morphologically Rich Languages · no summary yetJoseph Le Roux et al.2012 · 6 citations
  6. Modèles génératif et discriminant en analyse syntaxique : expériences sur le corpus arboré de Paris 7 (Generative and discriminative models in parsing: experiments on the Paris 7 Treebank) ↗Actes de la 18e conférence sur le Traitement Automatique des Langues Naturelles. Articles longs · no summary yetJoseph Le Roux et al.2011 · 4 citations
  7. Modélisation de la coordination dans les grammaires d'interaction [Modeling coordination in interaction grammars] ↗Traitement Automatique des Langues, Volume 47, Numéro 3 : Varia [Varia] · no summary yetJoseph Le Roux, Guy Perrier2006 · 3 citations
  8. Indexation et appariements de documents cliniques pour le Deft 2019 (Indexing and pairing texts of the medical domain ) ↗Actes de la Conférence sur le Traitement Automatique des Langues Naturelles (TALN) PFIA 2019. Défi Fouille de Textes (atelier TALN-RECITAL) · no summary yetDavide Buscaldi et al.2019
  9. Modèles en Caractères pour la Détection de Polarité dans les Tweets (Character-level Models for Polarity Detection in Tweets ) ↗Actes de la Conférence TALN. Volume 2 - Démonstrations, articles des Rencontres Jeunes Chercheurs, ateliers DeFT · no summary yetDavide Buscaldi, Joseph Le Roux, Gaël Lejeune2018
  10. Calculs d'unification sur les arbres de dérivation TAG ↗Actes de la 15ème conférence sur le Traitement Automatique des Langues Naturelles. Articles courts · no summary yetSylvain Schmitz, Joseph Le Roux2008

 Co-authors here

8 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 74 times (of the 149,439 papers whose bibliographies we read); 36 citing papers with a page here →.

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