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Lessons Learned from the Usability Evaluation of a Simulated Patient Dialogue System
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In: ISSN: 0148-5598 ; EISSN: 1573-689X ; Journal of Medical Systems ; https://hal.archives-ouvertes.fr/hal-03452553 ; Journal of Medical Systems, Springer Verlag (Germany), 2021, 45 (7), ⟨10.1007/s10916-021-01737-4⟩ (2021)
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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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The Impact of Specialized Corpora for Word Embeddings in Natural Langage Understanding.
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In: ISSN: 0926-9630 ; EISSN: 1879-8365 ; Studies in Health Technology and Informatics ; https://hal.inria.fr/hal-03476839 ; Studies in Health Technology and Informatics, IOS Press, 2020, 270, pp.432-436. ⟨10.3233/SHTI200197⟩ (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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Assisted authoring for avoiding inadequate claims in scientific reporting ; Rédaction assistée pour éviter les affirmations inappropriées dans la rédaction scientifique
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In: https://tel.archives-ouvertes.fr/tel-02938856 ; Bioinformatics [q-bio.QM]. Université Paris-Saclay; Universiteit van Amsterdam, 2020. English. ⟨NNT : 2020UPASS021⟩ (2020)
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Question Answering with Hybrid Data and Models ; Question-réponse utilisant des données et modèles hybrides
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In: https://tel.archives-ouvertes.fr/tel-02890467 ; Document and Text Processing. Université Paris-Saclay, 2020. English. ⟨NNT : 2020UPASS024⟩ (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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Abstract:
International audience ; Polarity classification (positive, negative or neutral opinion detection) is well developed in the field of opinion mining. However, existing tools, which perform with high accuracy on short sentences and explicit expressions, have limited success interpreting narrative phrases and inference contexts. In this article, we will discuss an important aspect of opinion mining: inference. We will give our definition of inference, classify different types, provide an annotation framework and analyze the annotation results. While inferences are often studied in the field of Natural-language understanding (NLU), we propose to examine inference as it relates to opinion mining. Firstly, based on linguistic analysis, we clarify what kind of sentence contains an inference. We define five types of inference: logical inference, pragmatic inference, lexical inference, enunciative inference and discursive inference. Second, we explain our annotation framework which includes both inference detection and opinion mining. In short, this manual annotation determines whether or not a target contains an inference. If so, we then define inference type, polarity and topic. Using the results of this annotation, we observed several correlation relations which will be used to determine distinctive features for automatic inference classification in further research. We also demonstrate the results of three preliminary classification experiments.
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Keyword:
[INFO.INFO-TT]Computer Science [cs]/Document and Text Processing; Inferences; Natural Language Processing; Opinion Mining
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URL: https://hal-inalco.archives-ouvertes.fr/hal-02507170 https://hal-inalco.archives-ouvertes.fr/hal-02507170/document https://hal-inalco.archives-ouvertes.fr/hal-02507170/file/Inference_Annotation_of_a_Chinese_Corpus_for_Opinion_Mining%20%281%29.pdf
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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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