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Overview of the Fourth BUCC Shared Task: Bilingual Dictionary Induction from Comparable Corpora
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In: 13th Workshop on Building and Using Comparable Corpora (BUCC) ; https://hal.archives-ouvertes.fr/hal-03100822 ; 13th Workshop on Building and Using Comparable Corpora (BUCC), May 2020, Marseille, France. pp.6-13 (2020)
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The Multilingual Anonymisation Toolkit for Public Administrations (MAPA) Project
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In: Annual Conference of the European Association for Machine Translation ; https://hal.archives-ouvertes.fr/hal-03103205 ; Annual Conference of the European Association for Machine Translation, Nov 2020, Lisbon, Portugal. pp.471-472 (2020)
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French Levothyrox® Crisis: Retrospective Analysis of Social Media
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In: International Society of Pharmacovigilance ; https://hal.archives-ouvertes.fr/hal-02411632 ; International Society of Pharmacovigilance, Springer International Publishing, Oct 2019, Bogota, Colombia (2019)
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Apprentissage de plongements de mots dynamiques avec régularisation de la dérive
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In: Actes de la Conférence sur le Traitement Automatique des Langues Naturelles (TALN) PFIA 2019. Volume I : Articles longs ; 26e Conférence sur le Traitement Automatique des Langues Naturelles ; https://hal.archives-ouvertes.fr/hal-02566346 ; 26e Conférence sur le Traitement Automatique des Langues Naturelles, 2019, Toulouse, France. pp.13-26 (2019)
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Cross-Lingual Contextual Word Embeddings Mapping with Multi-Sense Words in Mind
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In: https://hal.archives-ouvertes.fr/hal-03100840 ; 2019 (2019)
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A Sustainable and Open Access Knowledge Organization Model to Preserve Cultural Heritage and Language Diversity
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In: ISSN: 2078-2489 ; Information ; https://hal.archives-ouvertes.fr/hal-02565134 ; Information, MDPI, 2019, 10 (10), pp.303. ⟨10.3390/info10100303⟩ (2019)
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Embedding Strategies for Specialized Domains: Application to Clinical Entity Recognition
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In: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop ; https://hal.archives-ouvertes.fr/hal-02860947 ; Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop, Jul 2019, Florence, France. pp.295-301, ⟨10.18653/v1/P19-2041⟩ (2019)
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Actes de la Conférence sur le Traitement Automatique des Langues Naturelles (TALN) - PFIA 2019
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In: https://hal.archives-ouvertes.fr/hal-02566345 ; Morin, Emmanuel and Rosset, Sophie and Zweigenbaum, Pierre. Jul 2019, Toulouse, France. ATALA, 2019 (2019)
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Designing a virtual patient dialogue system based on terminology-rich resources: challenges and evaluation
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In: ISSN: 1351-3249 ; EISSN: 1469-8110 ; Natural Language Engineering ; https://hal.archives-ouvertes.fr/hal-02358021 ; Natural Language Engineering, Cambridge University Press (CUP), 2019, pp.1-38 (2019)
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Détection des couples de termes translittérés à partir d'un corpus parallèle anglais-arabe
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In: Conférence sur le Traitement Automatique des Langues Naturelles ; https://hal.archives-ouvertes.fr/hal-01899828 ; Conférence sur le Traitement Automatique des Langues Naturelles, May 2018, Rennes, France (2018)
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Clinical Natural Language Processing in languages other than English: opportunities and challenges.
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In: ISSN: 2041-1480 ; Journal of Biomedical Semantics ; https://hal.archives-ouvertes.fr/hal-01842518 ; Journal of Biomedical Semantics, BioMed Central, 2018, 9, 13p. ⟨10.1186/s13326-018-0179-8⟩ (2018)
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CLEF eHealth 2018 Multilingual Information Extraction Task Overview: ICD10 Coding of Death Certificates in French, Hungarian and Italian
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In: Conference and Labs of the Evaluation Forum, eHealth ; https://hal.archives-ouvertes.fr/hal-02276492 ; Conference and Labs of the Evaluation Forum, eHealth, CEUR, Sep 2018, Avignon, France (2018)
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A Multilingual Dataset for Evaluating Parallel Sentence Extraction from Comparable Corpora
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In: International Conference on Language Resources and Evaluation ; https://hal.archives-ouvertes.fr/hal-01898362 ; International Conference on Language Resources and Evaluation, May 2018, Miyazaki, Japan (2018)
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GNEG: Graph-Based Negative Sampling for word2vec
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In: Annual Meeting of the Association for Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-01899825 ; Annual Meeting of the Association for Computational Linguistics, Jul 2018, Melbourne, Australia (2018)
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Expanding the Diversity of Texts and Applications: Findings from the Section on Clinical Natural Language Processing of the International Medical Informatics Association Yearbook.
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In: ISSN: 0943-4747 ; EISSN: 2364-0502 ; IMIA Yearbook of Medical Informatics ; https://hal.archives-ouvertes.fr/hal-01990501 ; IMIA Yearbook of Medical Informatics, Schattauer, 2018, 27, pp.193-198 (2018)
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Abstract:
International audience ; Objectives: To summarize recent research and present a selection of the best papers published in 2017 in the field of clinical Natural Language Processing (NLP).Methods: A survey of the literature was performed by the two editors of the NLP section of the International Medical Informatics Association (IMIA) Yearbook. Bibliographic databases PubMed and Association of Computational Linguistics (ACL) Anthology were searched for papers with a focus on NLP efforts applied to clinical texts or aimed at a clinical outcome. A total of 709 papers were automatically ranked and then manually reviewed based on title and abstract. A shortlist of 15 candidate best papers was selected by the section editors and peer-reviewed by independent external reviewers to come to the three best clinical NLP papers for 2017.Results: Clinical NLP best papers provide a contribution that ranges from methodological studies to the application of research results to practical clinical settings. They draw from text genres as diverse as clinical narratives across hospitals and languages or social media.Conclusions: Clinical NLP continued to thrive in 2017, with an increasing number of contributions towards applications compared to fundamental methods. Methodological work explores deep learning and system adaptation across language variants. Research results continue to translate into freely available tools and corpora, mainly for the English language.
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Keyword:
[INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [INFO]Computer Science [cs]; Awards and prizes; Medical Informatics/trends; Natural Language Processing; Semantics
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URL: https://hal.archives-ouvertes.fr/hal-01990501
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CLEF eHealth 2017 Multilingual Information Extraction task Overview: ICD10 Coding of Death Certificates in English and French.
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In: Workshop of the Cross-Language Evaluation Forum ; https://hal.archives-ouvertes.fr/hal-01665374 ; Workshop of the Cross-Language Evaluation Forum, CEUR-WS, Jan 2017, Dublin, Ireland (2017)
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Representation of complex terms in a vector space structured by an ontology for a normalization task
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In: BioNLP 2017 ; BioNLP 2017 Workshop, Association for Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-01582292 ; BioNLP 2017 Workshop, Association for Computational Linguistics, Aug 2017, Vancouver, Canada. ⟨10.18653/v1/W17-2312⟩ ; http://aclweb.org/anthology/W17-2312 (2017)
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Annotation Guidelines BIONLP-ST 2016 SeeDev task
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In: https://hal.inrae.fr/hal-02795594 ; 2016, pp.47 ; https://sites.google.com/site/bionlpst2016/tasks/seedev/AnnotationGuidelinesBIONLP-ST2016-SeeDevtask%285%29.pdf (2016)
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Shared Task SeeDev : Extraction de régulations impliquées dans le développement de la graine d’Arabidopsis thaliana à partir de publications scientifiques
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In: Les journées Bioinformatique de l'Inra ; https://hal.archives-ouvertes.fr/hal-01455855 ; Les journées Bioinformatique de l'Inra, Mar 2016, Montpellier, France. pp.1 (2016)
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Adaptation of a Term Extractor to Arabic Specialised Texts: First Experiments and Limits
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In: International Conference on Intelligent Text Processing and Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-01771875 ; International Conference on Intelligent Text Processing and Computational Linguistics, Springer, Jan 2016, Konya, Turkey (2016)
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