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The impact of the Lombard effect on audio and visual speech recognition systems
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In: ISSN: 0167-6393 ; EISSN: 1872-7182 ; Speech Communication ; https://hal.archives-ouvertes.fr/hal-01779704 ; Speech Communication, Elsevier : North-Holland, 2018, 100, pp.58-68. ⟨10.1016/j.specom.2018.04.006⟩ (2018)
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Hybrid Sentiment Classification of Reviews Using Synonym Lexicon and Word embedding
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In: ISSN: 1311-8080 ; EISSN: 1314-3395 ; International Journal of Pure and Applied Mathematics ; https://hal.archives-ouvertes.fr/hal-01826697 ; International Journal of Pure and Applied Mathematics, Academic Publishing Ltd, 2018, 119 (12e), pp.13297-13308 ; https://acadpubl.eu/hub/2018-119-12/issue12e.html (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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Abstract:
International audience ; Background:Natural language processing applied to clinical text or aimed at a clinical outcome has been thriving inrecent years. This paper offers the first broad overview of clinical Natural Language Processing (NLP) for languagesother 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 otherlanguages, (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 NLPtechniques and tools to clinical practice and/or investigation. We review work in clinical NLP in languages other thanEnglish. We classify these studies into three groups: (i) studies describing the development of new NLP systems orcomponents de novo, (ii) studies describing the adaptation of NLP architectures developed for English to anotherlanguage, and (iii) studies focusing on a particular clinical application.Conclusion:We show the advantages and drawbacks of each method, and highlight the appropriate applicationcontext. Finally, we identify major challenges and opportunities that will affect the impact of NLP on clinical practiceand public health studies in a context that encompasses English as well as other languages.
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Keyword:
[INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [INFO]Computer Science [cs]; Clinical Decision-Making; Languages other than English; Natural Language Processing
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URL: https://hal.archives-ouvertes.fr/hal-01842518 https://doi.org/10.1186/s13326-018-0179-8
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Evaluation of the Terminology Coverage in the French Corpus LiSSa.
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In: ISSN: 0926-9630 ; EISSN: 1879-8365 ; Studies in Health Technology and Informatics ; https://hal.archives-ouvertes.fr/hal-01843039 ; Studies in Health Technology and Informatics, IOS Press, 2018, pp.126-130 (2018)
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Mining Patients' Narratives in Social Media for Pharmacovigilance: Adverse Effects and Misuse of Methylphenidate
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In: ISSN: 1663-9812 ; Frontiers in Pharmacology ; https://hal-normandie-univ.archives-ouvertes.fr/hal-02103689 ; Frontiers in Pharmacology, Frontiers, 2018, 9, pp.541. ⟨10.3389/fphar.2018.00541⟩ (2018)
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Between the Lines: Machine Learning for Prediction of Psychological Traits - A Survey
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In: Lecture Notes in Computer Science ; 2nd International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE) ; https://hal.inria.fr/hal-02060047 ; 2nd International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2018, Hamburg, Germany. pp.192-211, ⟨10.1007/978-3-319-99740-7_13⟩ (2018)
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A Combined CNN and LSTM Model for Arabic Sentiment Analysis
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In: Lecture Notes in Computer Science ; 2nd International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE) ; https://hal.inria.fr/hal-02060041 ; 2nd International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2018, Hamburg, Germany. pp.179-191, ⟨10.1007/978-3-319-99740-7_12⟩ (2018)
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Handling Normalization Issues for Part-of-Speech Tagging of Online Conversational Text
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In: LREC proceedings ; Eleventh International Conference on Language Resources and Evaluation (LREC 2018) ; https://hal.archives-ouvertes.fr/hal-01943391 ; Eleventh International Conference on Language Resources and Evaluation (LREC 2018), 2018, Miyazaki, Japan (2018)
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Measuring Innovation in Speech and Language Processing Publications
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In: International Conference on Language Resources and Evaluation ; https://hal.archives-ouvertes.fr/hal-01840694 ; International Conference on Language Resources and Evaluation, European Language Resources Association (ELRA), May 2018, Miyazaki, Japan (2018)
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Linguistically-driven framework for computationally efficient and scalable sign recognition
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Scalable ASL sign recognition using model-based machine learning and linguistically annotated corpora
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NEW shared & interconnected ASL resources: SignStream® 3 Software; DAI 2 for web access to linguistically annotated video corpora; and a sign bank
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A framework for generating informative answers for Question Answering systems
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Losing Shahrazad: A Distant Reading of 1001 Nights
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In: Senior Projects Spring 2018 (2018)
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Dialog Acts Annotations for Online Chats ; Annotation en Actes de Dialogue pour les Conversations d’Assistance en Ligne
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In: Actes TALN-RECITAL 2018 ; 25e conférence sur le Traitement Automatique des Langues Naturelles (TALN) ; https://hal.archives-ouvertes.fr/hal-01943345 ; 25e conférence sur le Traitement Automatique des Langues Naturelles (TALN), 2018, Rennes, France (2018)
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Continuum of Compositionality and Formal Description
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In: I International Congress of Phraseology and Translation in Latin America ; https://hal.archives-ouvertes.fr/hal-01890449 ; I International Congress of Phraseology and Translation in Latin America, Sep 2018, Lima, Peru ; https://dti.ua.es/es/congreso-internacional-fraseologia-hispanoamerica/ingles/home-page.html (2018)
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Dictionaries for Under-Resourced Languages: from Published Files to Standardized Resources Available on the Web
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In: https://hal.archives-ouvertes.fr/hal-02056905 ; [Research Report] Laboratoire d'informatique de Grenoble. 2018 (2018)
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