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1
Participation de Berger-Levrault (BL.Research) à DEFT 2021 : de l’apprentissage des seuils de validation à la classification multi-labels de documents
In: Actes de la 28e Conférence sur le Traitement Automatique des Langues Naturelles. Atelier DÉfi Fouille de Textes (DEFT) ; Traitement Automatique des Langues Naturelles ; https://hal.archives-ouvertes.fr/hal-03265918 ; Traitement Automatique des Langues Naturelles, 2021, Lille, France. pp.82-94 (2021)
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Extraction automatique de relations sémantiques d’hyperonymie et d’hyponymie dans un corpus métier
In: Actes de la 28e Conférence sur le Traitement Automatique des Langues Naturelles. Volume 1 : conférence principale ; Traitement Automatique des Langues Naturelles ; https://hal.archives-ouvertes.fr/hal-03265877 ; Traitement Automatique des Langues Naturelles, 2021, Lille, France. pp.162-170 (2021)
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3
Assisted Lexical Simplification for French Native Children with Reading Difficulties
In: The Workshop of Automatic Text Adaptation, 11th International Conference on Natural Language Generation ; https://hal.archives-ouvertes.fr/hal-02077299 ; The Workshop of Automatic Text Adaptation, 11th International Conference on Natural Language Generation, 2018, Tilbourg, Netherlands (2018)
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4
ReSyf: a French lexicon with ranked synonyms
In: Proceedings of the 27th International Conference on Computational Linguistics (COLING 2018) ; 27th International Conference on Computational Linguistics (COLING 2018) ; https://hal.archives-ouvertes.fr/hal-01861652 ; 27th International Conference on Computational Linguistics (COLING 2018), Aug 2018, Santa Fe, New Mexico, United States (2018)
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5
A Knowledge-Based Approach to Word Sense Disambiguation by distributional selection and semantic features ...
Billami, Mokhtar. - : arXiv, 2017
Abstract: Word sense disambiguation improves many Natural Language Processing (NLP) applications such as Information Retrieval, Information Extraction, Machine Translation, or Lexical Simplification. Roughly speaking, the aim is to choose for each word in a text its best sense. One of the most popular method estimates local semantic similarity relatedness between two word senses and then extends it to all words from text. The most direct method computes a rough score for every pair of word senses and chooses the lexical chain that has the best score (we can imagine the exponential complexity that returns this comprehensive approach). In this paper, we propose to use a combinatorial optimization metaheuristic for choosing the nearest neighbors obtained by distributional selection around the word to disambiguate. The test and the evaluation of our method concern a corpus written in French by means of the semantic network BabelNet. The obtained accuracy rate is 78 % on all names and verbs chosen for the evaluation. ... : in French ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences
URL: https://dx.doi.org/10.48550/arxiv.1702.08450
https://arxiv.org/abs/1702.08450
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6
Approches d'analyse distributionnelle pour améliorer la désambiguïsation sémantique ...
Billami, Mokhtar; Gala, Núria. - : arXiv, 2017
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7
Approches d'analyse distributionnelle pour améliorer la désambiguïsation sémantique
In: Journées internationales d'Analyse statistique des Données Textuelles (JADT) ; https://hal.archives-ouvertes.fr/hal-01477502 ; Journées internationales d'Analyse statistique des Données Textuelles (JADT), Jun 2016, Nice, France ; https://jadt2016.sciencesconf.org/ (2016)
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8
Graded lexicons: new resources for educational purposes and much more
In: 22nd EUROCALL Conference ; https://hal.archives-ouvertes.fr/hal-01205173 ; 22nd EUROCALL Conference, Aug 2015, Padova, Italy. pp.204-209, ⟨10.14705/rpnet.2015.000334⟩ ; http://dx.doi.org/10.14705/rpnet.2015.000334 (2015)
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9
Approche statistique pour le filtrage terminologique des occurrences de candidats termes en texte intégral
In: Jadt'14 ; https://halshs.archives-ouvertes.fr/halshs-01111437 ; Jadt'14, Jun 2014, Paris, France (2014)
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10
Approche statistique pour le filtrage terminologique des occurrences de candidats termes en texte intégral
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11
Annotation sémantique et validation terminologique en texte intégral en SHS
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