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Terminologies augmented recurrent neural network model for clinical named entity recognition
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In: ISSN: 1532-0464 ; EISSN: 1532-0480 ; Journal of Biomedical Informatics ; https://hal.archives-ouvertes.fr/hal-02428771 ; Journal of Biomedical Informatics, Elsevier, 2020, 102, pp.103356. ⟨10.1016/j.jbi.2019.103356⟩ (2020)
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Inference Annotation of a Chinese Corpus for Opinion Mining
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In: LREC ; https://hal-inalco.archives-ouvertes.fr/hal-02507170 ; LREC, May 2020, Marseille, France (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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The language industry at the age of data ; La industria del lenguaje en la era del dato
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In: Revista Abaco ; https://hal.archives-ouvertes.fr/hal-02912828 ; Revista Abaco, 2020 (2020)
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Inference Annotation of a Chinese Corpus for Opinion Mining
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In: LREC ; https://hal-inalco.archives-ouvertes.fr/hal-02507170 ; LREC, May 2020, Marseille, France (2020)
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The NLP4NLP Corpus (II): 50 Years of Research in Speech and Language Processing
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In: ISSN: 2504-0537 ; EISSN: 2504-0537 ; Frontiers in Research Metrics and Analytics ; https://hal.archives-ouvertes.fr/hal-02413749 ; Frontiers in Research Metrics and Analytics, Frontiers Media, 2019, 3, pp.1-30 (2019)
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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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The NLP4NLP Corpus (I): 50 Years of Publication, Collaboration and Citation in Speech and Language Processing
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In: ISSN: 2504-0537 ; EISSN: 2504-0537 ; Frontiers in Research Metrics and Analytics ; https://hal.archives-ouvertes.fr/hal-02413751 ; Frontiers in Research Metrics and Analytics, Frontiers Media, 2019, 3, pp.1-30 (2019)
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Unsupervised learning of natural language morphology using non-parametric bayesian models ; Apprentissage non-supervisé de la morphologie des langues à l’aide de modèles bayésiens non-paramétriques
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In: https://tel.archives-ouvertes.fr/tel-02354184 ; Informatique et langage [cs.CL]. Université Paris Saclay (COmUE), 2019. Français. ⟨NNT : 2019SACLS203⟩ (2019)
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A Comparison between NMT and PBSMT Performance for Translating Noisy User-Generated Content
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In: The 22nd Nordic Conference on Computational Linguistics (NoDaLiDa’19) ; https://hal.archives-ouvertes.fr/hal-02270524 ; The 22nd Nordic Conference on Computational Linguistics (NoDaLiDa’19), Sep 2019, Turku, Finland ; https://nodalida2019.org/index.html (2019)
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Recognition of sub-sentential translation techniques : from resources to validation ; Reconnaissance des procédés de traduction sous-phrastiques : des ressources aux validations
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In: https://tel.archives-ouvertes.fr/tel-02460548 ; Informatique et langage [cs.CL]. Université Paris Saclay (COmUE), 2019. Français. ⟨NNT : 2019SACLS489⟩ (2019)
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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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User profile detection in health online fora
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In: International Congress of the European Federation for Medical Informatics ; https://hal.archives-ouvertes.fr/hal-01971156 ; International Congress of the European Federation for Medical Informatics, Adrien Ugon, Daniel Karlsson, Gunnar O. Klein, Anne Moen, Apr 2018, Gothenburg, Sweden (2018)
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Sign Language Video Analysis For Automatic Recognition and Detection
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In: 20th International ACM SIGACCESS Conference on Computers and Accessibility ; https://hal.archives-ouvertes.fr/hal-02146365 ; 20th International ACM SIGACCESS Conference on Computers and Accessibility, Oct 2018, Galway, Ireland (2018)
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Knowledge Base Population based on Entity Graph Analysis ; Peuplement d'une base de connaissance fondé sur l'exploitation d'un graphe d'entités
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In: https://tel.archives-ouvertes.fr/tel-01810983 ; Computation and Language [cs.CL]. Université Paris Saclay (COmUE), 2018. English. ⟨NNT : 2018SACLS092⟩ (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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IRIT at e-Risk 2018
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In: CLEF 2018 Working Notes ; 9th Conference and Labs of the Evaluation Forum, Living Labs (CLEF 2018) ; https://hal.archives-ouvertes.fr/hal-02290007 ; 9th Conference and Labs of the Evaluation Forum, Living Labs (CLEF 2018), Sep 2018, Avignon, France. pp.1-12 (2018)
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Abstract:
International audience ; The 2018 CLEF eRisk is composed of two tasks: (1) early de-tection of signs of depression and (2) early detection of signs of anorexia.In this paper, we present the methods we developed when participatingto these two tasks. We used two types of representations of the texts:one uses linguistic features and the other uses text vectorization. Theserepresentations are combined in different ways in models that are trainedusing a machine learning approach. These models are then used to builtthe 5 runs we submitted for task (1) and the 2 runs for task (2), whichdifferences are also detailed in this paper. For task (1), best results wereobtained when combining the methods based on features and text vec-torization, and for task (2), the method based on text vectorization givesthe best results.
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Keyword:
[INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]; Anorexia detection; Depression detection; Information retrieval; Machine learning; Natural language processing; Social media
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URL: https://hal.archives-ouvertes.fr/hal-02290007/document https://hal.archives-ouvertes.fr/hal-02290007/file/ramiandrisoa_22449.pdf https://hal.archives-ouvertes.fr/hal-02290007
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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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Reuse and Plagiarism in Speech and Natural Language Processing
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In: ISSN: 1432-5012 ; EISSN: 1432-1300 ; International Journal on Digital Libraries ; https://hal.archives-ouvertes.fr/hal-01840700 ; International Journal on Digital Libraries, Springer Verlag, 2017, 18, pp.1-14 (2017)
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Creation of a multilingual aligned corpus with Ukrainian as the target language and its exploitation
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In: Computational Linguistics and Intelligent Systems ; https://hal.archives-ouvertes.fr/hal-01736363 ; Computational Linguistics and Intelligent Systems, Apr 2017, Kharkiv, Ukraine (2017)
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