--- title: "Joseph Le Roux — author profile and papers · Semitic languages" description: "Joseph Le Roux, Centre National de la Recherche Scientifique: 2 papers on Elamur Research (2010–2022), h-index 12 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/joseph-le-roux/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/joseph-le-roux/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Joseph Le Roux # Joseph Le Roux Joseph Le Roux has 2 papers in our library, in 2010–2022, most of them on [Semitic languages](https://md.research.elamur.ai/free/en/topics/semitic-languages/), [Summarization](https://md.research.elamur.ai/free/en/topics/summarization/), [English](https://md.research.elamur.ai/free/en/topics/english/); often with [Deirdre Hogan](https://md.research.elamur.ai/free/en/authors/deirdre-hogan/), [Jennifer Foster](https://md.research.elamur.ai/free/en/authors/jennifer-foster/), [Josef van Genabith](https://md.research.elamur.ai/free/en/authors/josef-van-genabith/). 2 papers in our library · 2010–2022 [OpenAlex](https://openalex.org/A5113436108) · [ORCID](https://orcid.org/0000-0002-3889-8536) · [**h-index 12**](https://openalex.org/authors/A5113436108) · [91 works](https://openalex.org/works?filter=author.id:A5113436108) · [589 citations](https://openalex.org/works?filter=author.id:A5113436108&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/joseph-le-roux/#papers) · [🔗 Cited 74 times in our library](https://md.research.elamur.ai/free/en/authors/joseph-le-roux/cited-by/) · [8 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #6188](https://md.research.elamur.ai/free/en/paper-stars/page/62/#star-6188) 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=Joseph+Le+Roux) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Joseph+Le+Roux) · [dblp](https://dblp.org/search?q=Joseph+Le+Roux) · [ACL Anthology](https://aclanthology.org/search/?q=Joseph+Le+Roux) ## Affiliations [🔬**Laboratoire d'Informatique de Paris-Nord** Villetaneuse · France 2011–2026 · 33 papers*current*](https://md.research.elamur.ai/free/en/labs/laboratoire-d-informatique-de-paris-nord/) · [🎓**Université Sorbonne Paris Nord** Villetaneuse · France 2011–2026 · 24 papers*current*](https://md.research.elamur.ai/free/en/universities/universite-sorbonne-paris-nord/) · [🔬**Centre National de la Recherche Scientifique** Paris · France 2011–2026 · 12 papers*current*](https://md.research.elamur.ai/free/en/labs/centre-national-de-la-recherche-scientifique/) · [🎓**Dublin City University** Dublin · Ireland 2009–2011 · 4 papers](https://md.research.elamur.ai/free/en/universities/dublin-city-university/) · [🔬**Sorbonne Paris Cité** Paris · France 2013–2014 · 2 papers](https://md.research.elamur.ai/free/en/labs/sorbonne-paris-cite/) · [🔬**Laboratoire d’Informatique Fondamentale de Marseille** Marseille · France 2011 · 2 papers](https://md.research.elamur.ai/free/en/labs/laboratoire-d-informatique-fondamentale-de-marseille/) · [🔬**Laboratoire Lorrain de Recherche en Informatique et ses Applications** Nancy · France 2005–2008 · 2 papers](https://md.research.elamur.ai/free/en/labs/laboratoire-lorrain-de-recherche-en-informatique-et-ses-applications/) 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 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.[Semitic languages · 2 works](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [Summarization · 1 work](https://md.research.elamur.ai/free/en/topics/summarization/) · [English · 1 work](https://md.research.elamur.ai/free/en/topics/english/) · [French · 1 work](https://md.research.elamur.ai/free/en/topics/french/) ## Works by year ### 2020s [**2022** 1 paper](https://md.research.elamur.ai/free/en/authors/joseph-le-roux/year/2022/) ### 2010s [**2010** 1 paper](https://md.research.elamur.ai/free/en/authors/joseph-le-roux/year/2010/) ## Papers The most cited first (OpenAlex and our library). 1. **[AraBART: a Pretrained Arabic Sequence-to-Sequence Model for Abstractive Summarization](https://md.research.elamur.ai/free/en/papers/eddine-2022-arabart-pretrained-arabic-sequence-sequence/)** *(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](https://md.research.elamur.ai/free/en/papers/attia-2010-handling-unknown-words-statistical-latent/)** *(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 Summarization](https://md.research.elamur.ai/free/en/papers/eddine-2022-arabart-pretrained-arabic-sequence-sequence/) [Arabic Natural Language Processing Workshop (WANLP)](https://md.research.elamur.ai/free/en/venues/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 French](https://md.research.elamur.ai/free/en/papers/attia-2010-handling-unknown-words-statistical-latent/) [NAACL HLT Workshop on Statistical Parsing of Morphologically-Rich Languages](https://md.research.elamur.ai/free/en/venues/naacl-hlt-workshop-on-statistical-parsing-of-morphologically-rich-languages/)**Mohammed Attia, Jennifer Foster, Deirdre Hogan, et al.*2010 · 71 citations* 3. **[Syntactic Parsing and Compound Recognition via Dual Decomposition: Application to French ↗](https://aclanthology.org/C14-1177/) Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers · no summary yet**Joseph Le Roux, Antoine Rozenknop, Matthieu Constant*2014 · 27 citations* 4. **[XMG : un Compilateur de Méta-Grammaires Extensible ↗](https://aclanthology.org/2005.jeptalnrecital-long.2/) Actes de la 12ème conférence sur le Traitement Automatique des Langues Naturelles. Articles longs · no summary yet**Denys Duchier, Joseph Le Roux, Yannick Parmentier*2005 · 8 citations* 5. **[Generative Constituent Parsing and Discriminative Dependency Reranking: Experiments on English and French ↗](https://aclanthology.org/W12-3412/) Proceedings of the ACL 2012 Joint Workshop on Statistical Parsing and Semantic Processing of Morphologically Rich Languages · no summary yet**Joseph 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) ↗](https://aclanthology.org/2011.jeptalnrecital-long.26/) Actes de la 18e conférence sur le Traitement Automatique des Langues Naturelles. Articles longs · no summary yet**Joseph Le Roux et al.*2011 · 4 citations* 7. **[Modélisation de la coordination dans les grammaires d'interaction Modeling coordination in interaction grammars ↗](https://aclanthology.org/2006.tal-3.4/) Traitement Automatique des Langues, Volume 47, Numéro 3 : Varia [Varia] · no summary yet**Joseph Le Roux, Guy Perrier*2006 · 3 citations* 8. **[Indexation et appariements de documents cliniques pour le Deft 2019 (Indexing and pairing texts of the medical domain ) ↗](https://aclanthology.org/2019.jeptalnrecital-deft.5/) Actes de la Conférence sur le Traitement Automatique des Langues Naturelles (TALN) PFIA 2019. Défi Fouille de Textes (atelier TALN-RECITAL) · no summary yet**Davide Buscaldi et al.*2019* 9. **[Modèles en Caractères pour la Détection de Polarité dans les Tweets (Character-level Models for Polarity Detection in Tweets ) ↗](https://aclanthology.org/2018.jeptalnrecital-deft.4/) Actes de la Conférence TALN. Volume 2 - Démonstrations, articles des Rencontres Jeunes Chercheurs, ateliers DeFT · no summary yet**Davide Buscaldi, Joseph Le Roux, Gaël Lejeune*2018* 10. **[Calculs d'unification sur les arbres de dérivation TAG ↗](https://aclanthology.org/2008.jeptalnrecital-court.2/) Actes de la 15ème conférence sur le Traitement Automatique des Langues Naturelles. Articles courts · no summary yet**Sylvain Schmitz, Joseph Le Roux*2008* ## Co-authors here 8 co-authors with a page, the most papers together first. - [Deirdre Hogan](https://md.research.elamur.ai/free/en/authors/deirdre-hogan/) - [Jennifer Foster](https://md.research.elamur.ai/free/en/authors/jennifer-foster/) - [Josef van Genabith](https://md.research.elamur.ai/free/en/authors/josef-van-genabith/) - [Lamia Tounsi](https://md.research.elamur.ai/free/en/authors/lamia-tounsi/) - [Michalis Vazirgiannis](https://md.research.elamur.ai/free/en/authors/michalis-vazirgiannis/) - [Mohammed Attia](https://md.research.elamur.ai/free/en/authors/mohammed-attia/) - [Nadi Tomeh](https://md.research.elamur.ai/free/en/authors/nadi-tomeh/) - [Nizar Habash](https://md.research.elamur.ai/free/en/authors/nizar-habash/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [NAACL HLT Workshop on Statistical Parsing of Morphologically-Rich Languages](https://md.research.elamur.ai/free/en/venues/naacl-hlt-workshop-on-statistical-parsing-of-morphologically-rich-languages/): [NAACL HLT Workshop on Statistical Parsing of Morphologically-Rich Languages 2010](https://md.research.elamur.ai/free/en/venues/naacl-hlt-workshop-on-statistical-parsing-of-morphologically-rich-languages/2010/) - [Arabic Natural Language Processing Workshop (WANLP)](https://md.research.elamur.ai/free/en/venues/wanlp/): [WANLP 2022](https://md.research.elamur.ai/free/en/venues/wanlp/2022/) - Actes de la 12ème conférence sur le Traitement Automatique des Langues Naturelles. Articles longs - Actes de la 15ème conférence sur le Traitement Automatique des Langues Naturelles. Articles courts - Actes de la 18e conférence sur le Traitement Automatique des Langues Naturelles. Articles longs - Actes de la Conférence TALN. Volume 2 - Démonstrations, articles des Rencontres Jeunes Chercheurs, ateliers DeFT - Actes de la Conférence sur le Traitement Automatique des Langues Naturelles (TALN) PFIA 2019. Défi Fouille de Textes (atelier TALN-RECITAL) - Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers - Proceedings of the ACL 2012 Joint Workshop on Statistical Parsing and Semantic Processing of Morphologically Rich Languages - Traitement Automatique des Langues, Volume 47, Numéro 3 : Varia [Varia] ## 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 →](https://md.research.elamur.ai/free/en/authors/joseph-le-roux/cited-by/). Updated 30 October 2026