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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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Clinical Natural Language Processing in languages other than English: opportunities and challenges
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Abstract:
Background: Natural language processing applied to clinical text or aimed at a clinical outcome has been thriving in recent years. This paper offers the first broad overview of clinical Natural Language Processing (NLP) for languages other than English. Recent studies are summarized to offer insights and outline opportunities in this area. Main Body We envision three groups of intended readers: (1) NLP researchers leveraging experience gained in other languages, (2) NLP researchers faced with establishing clinical text processing in a language other than English, and (3) clinical informatics researchers and practitioners looking for resources in their languages in order to apply NLP techniques and tools to clinical practice and/or investigation. We review work in clinical NLP in languages other than English. We classify these studies into three groups: (i) studies describing the development of new NLP systems or components de novo, (ii) studies describing the adaptation of NLP architectures developed for English to another language, and (iii) studies focusing on a particular clinical application. Conclusion: We show the advantages and drawbacks of each method, and highlight the appropriate application context. Finally, we identify major challenges and opportunities that will affect the impact of NLP on clinical practice and public health studies in a context that encompasses English as well as other languages. ; Version of Record
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Keyword:
Clinical Decision-Making; Languages other than English; Natural Language Processing
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URL: http://nrs.harvard.edu/urn-3:HUL.InstRepos:37067867
https://doi.org/10.1186/s13326-018-0179-8
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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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Three Dimensions of Reproducibility in Natural Language Processing
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