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Simplification automatique de textes biomédicaux en français : les données précises de petite taille aident
In: Actes de la 28e Conférence sur le Traitement Automatique des Langues Naturelles. Volume 1 : conférence principale ; TALN - Traitement Automatique des Langues Naturelles ; https://hal.archives-ouvertes.fr/hal-03509735 ; TALN - Traitement Automatique des Langues Naturelles, Jul 2021, Lille, France (2021)
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2
Disambiguation of Medical Abbreviations in French with Supervised Methods
In: Studies in Health Technology and Informatics ; https://hal.archives-ouvertes.fr/hal-03335532 ; Studies in Health Technology and Informatics, 2021, ⟨10.3233/shti210171⟩ (2021)
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3
Fine-Grained Simplification of Medical Documents
In: Studies in Health Technology and Informatics ; https://hal.archives-ouvertes.fr/hal-03335524 ; Studies in Health Technology and Informatics, 281, pp.308-312, 2021, ⟨10.3233/shti210170⟩ (2021)
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Simplification automatique de textes biomédicaux en français: lorsque des données précises de petite taille aident
In: Actes de la 28e Conférence sur le Traitement Automatique des Langues Naturelles. Volume 1 : conférence principale ; Traitement Automatique des Langues Naturelles ; https://hal.archives-ouvertes.fr/hal-03265887 ; Traitement Automatique des Langues Naturelles, 2021, Lille, France. pp.275-277 (2021)
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5
Modals as predictive factor for L2 proficiency level
In: ISLE (International society for the Linguistics of English) ; https://hal.archives-ouvertes.fr/hal-03558793 ; ISLE (International society for the Linguistics of English), Jun 2021, Joensuu, Finland (2021)
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Parallel sentence alignment from biomedical comparable corpora
In: Studies in Health Technology and Informatics ; https://hal.archives-ouvertes.fr/hal-03095183 ; Studies in Health Technology and Informatics, 270, pp.362-366, 2020, ⟨10.3233/SHTI200183⟩ (2020)
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Construction d'un corpus parallèle à partir de corpus comparables pour la simplification de textes médicaux en français
In: ISSN: 1248-9433 ; EISSN: 1965-0906 ; Revue TAL ; https://hal.archives-ouvertes.fr/hal-03094983 ; Revue TAL, ATALA (Association pour le Traitement Automatique des Langues), 2020 (2020)
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8
Typologie de transformations dans la simplification de textes
In: Congrès mondial de la linguistique française ; https://hal.archives-ouvertes.fr/hal-03095235 ; Congrès mondial de la linguistique française, Jul 2020, Montpellier, France (2020)
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9
Fine-grained text simplification in French: steps towards a better grammaticality
In: ISHIMR Proceedings of the 18th International Symposium on Health Information Management Research ; https://hal.archives-ouvertes.fr/hal-03095247 ; ISHIMR Proceedings of the 18th International Symposium on Health Information Management Research, Sep 2020, Kalmar, Sweden. ⟨10.15626/ishimr.2020.xxx⟩ (2020)
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10
Rated Lexicon for the Simplification of Medical Texts
In: The Fifth International Conference on Informatics and Assistive Technologies for Health-Care, Medical Support and Wellbeing HEALTHINFO 2020 ; https://hal.archives-ouvertes.fr/hal-03095275 ; The Fifth International Conference on Informatics and Assistive Technologies for Health-Care, Medical Support and Wellbeing HEALTHINFO 2020, Oct 2020, Porto, Portugal (2020)
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11
French Biomedical Text Simplification: When Small and Precise Helps
In: Proceedings of the 28th International Conference on Computational Linguistics ; The 28th International Conference on Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-03095290 ; The 28th International Conference on Computational Linguistics, Dec 2020, Barcelone ( on line), Spain (2020)
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12
RNN embeddings for identifying difficult to understand medical words
In: ACL Workshop on Biomedical Natural Language Processing ; https://hal.archives-ouvertes.fr/hal-02371219 ; ACL Workshop on Biomedical Natural Language Processing, Aug 2019, Florence, Italy (2019)
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13
Speculation and negation detection in french biomedical corpora
In: RANLP 2019 - Recent Advances in Natural Language Processing ; https://hal.archives-ouvertes.fr/hal-02284444 ; RANLP 2019 - Recent Advances in Natural Language Processing, Sep 2019, Varna, Bulgaria. pp.1-10 (2019)
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14
Parallel sentence retrieval from comparable corpora for biomedical text simplification
In: Proceedings of Recent Advances in Natural Language Processing ; RANLP 2019 ; https://hal.archives-ouvertes.fr/hal-02430458 ; RANLP 2019, Sep 2019, Varna, Bulgaria (2019)
Abstract: International audience ; Parallel sentences provide semantically similar information which can vary on a given dimension , such as language or register. Parallel sentences with register variation (like expert and non-expert documents) can be exploited for the automatic text simplification. The aim of automatic text simplification is to better access and understand a given information. In the biomedical field, simplification may permit patients to understand medical and health texts. Yet, there is currently no such available resources. We propose to exploit comparable corpora which are distinguished by their registers (specialized and simplified versions) to detect and align parallel sentences. These corpora are in French and are related to the biomedical area. Manually created reference data show 0.76 inter-annotator agreement. Our purpose is to state whether a given pair of specialized and simplified sentences is parallel and can be aligned or not. We treat this task as binary classification (alignment/non-alignment). We perform experiments with a controlled ratio of imbalance and on the highly unbalanced real data. Our results show that the method we present here can be used to automatically generate a corpus of parallel sentences from our comparable corpus.
Keyword: [INFO]Computer Science [cs]; [SHS]Humanities and Social Sciences
URL: https://hal.archives-ouvertes.fr/hal-02430458/document
https://hal.archives-ouvertes.fr/hal-02430458
https://hal.archives-ouvertes.fr/hal-02430458/file/cardon-RANLP2019.pdf
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15
Automatic detection of parallel sentences from comparable biomedical texts
In: CICLING 2019 ; https://hal.archives-ouvertes.fr/hal-02430419 ; CICLING 2019, Apr 2019, La Rochelle, France (2019)
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16
Simplification-induced transformations: typology and some characteristics
In: Proceedings of the 18th BioNLP Workshop and Shared Task ; BioNLP 2019 ; https://hal.archives-ouvertes.fr/hal-02430514 ; BioNLP 2019, Aug 2019, Florence, Italy. ⟨10.18653/v1/W19-5033⟩ (2019)
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17
Annotations d'entités et de relations sur des résumés d'articles scientifiques pour la détection d'interactions entre aliments et médicaments
In: TALMED 2019 ; https://hal.archives-ouvertes.fr/hal-02430510 ; TALMED 2019, Aug 2019, Lyon, France (2019)
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18
Construire une première base de connaissance du patrimoine textile de la région Hauts-de-France
In: 21ème édition du Colloque International sur le Document numériquE - CiDE.21 “ Économie(s) du document : pratiques et prospectives liées au numérique ” ; https://hal.archives-ouvertes.fr/hal-02561080 ; 21ème édition du Colloque International sur le Document numériquE - CiDE.21 “ Économie(s) du document : pratiques et prospectives liées au numérique ”, Apr 2019, Djerba, Tunisie (2019)
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19
Query selection methods for automated corpora construction with a use case in food-drug interactions
In: ACL Workshop on Biomedical Natural Language Processing ; https://hal.archives-ouvertes.fr/hal-02371207 ; ACL Workshop on Biomedical Natural Language Processing, Aug 2019, Florence, Italy. pp.115-124, ⟨10.18653/v1/W19-5013⟩ (2019)
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WikiWars-UA : Ukrainian corpus annotated with temporal expressions
In: Computational Linguistics and Intelligent Systems ; https://hal.archives-ouvertes.fr/hal-02371237 ; Computational Linguistics and Intelligent Systems, Apr 2019, Kharkiv, Ukraine (2019)
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