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1
Using Dependency Syntax-Based Methods for Automatic Detection of Psychiatric Comorbidities
In: Resources and ProcessIng of linguistic, para-linguistic and extra-linguistic Data from people with various forms of cognitive/psychiatric/developmental impairments ; https://hal-imt-atlantique.archives-ouvertes.fr/hal-02861753 ; Resources and ProcessIng of linguistic, para-linguistic and extra-linguistic Data from people with various forms of cognitive/psychiatric/developmental impairments, May 2020, Marseille, France. pp.142-150 ; https://spraakbanken.gu.se/en/rapid-2020 (2020)
Abstract: International audience ; This paper presents the early stages of a growing corpus of psychiatric interviews from help seeking patients referred to an early detection and intervention center for psychosis. In order to contribute to the practitioner's diagnostic, we focus on a new method of automatic comorbidity detection in the corpus. Among the novelties of this method is the fact that it is based on syntactic features of paralinguistic data (interjections and pauses). We use the formalism of dependency syntax, a brief description of which we provide in the paper. Considering the (currently) small size of the corpus, our intention is to prove the applicability of the method rather than to obtain general results about the relevance of syntactic indicators.
Keyword: [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO]Computer Science [cs]; [SDV.MHEP.PSM]Life Sciences [q-bio]/Human health and pathology/Psychiatrics and mental health; [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]; Comorbidity Index; Dependency Syntax; Schizophrenia disorder; Spoken French corpus
URL: https://hal-imt-atlantique.archives-ouvertes.fr/hal-02861753
https://hal-imt-atlantique.archives-ouvertes.fr/hal-02861753/document
https://hal-imt-atlantique.archives-ouvertes.fr/hal-02861753/file/haralambous_etal_RaPID3_2020.pdf
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2
Towards a DRS Parsing Framework for French
In: Proceedings Advances in Natural Language Processing ; SNAMS 2019 : Sixth International Conference on Social Networks Analysis, Management and Security ; https://hal.archives-ouvertes.fr/hal-02280800 ; SNAMS 2019 : Sixth International Conference on Social Networks Analysis, Management and Security, Oct 2019, Granada, Spain. ⟨10.1109/SNAMS.2019.8931868⟩ (2019)
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3
Arabic Language Text Classification Using Dependency Syntax-Based Feature Selection
In: Proceedings CITALA 2014 : 5ème Conférence Internationale sur le Traitement Automatique de la Langue Arabe ; CITALA 2014 : 5ème Conférence Internationale sur le Traitement Automatique de la Langue Arabe ; https://hal.archives-ouvertes.fr/hal-01185094 ; CITALA 2014 : 5ème Conférence Internationale sur le Traitement Automatique de la Langue Arabe, Nov 2014, Oujda, Morocco. pp.31 - 40 (2014)
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4
Human centered processes
Lenca, Philippe. - : HAL CCSD, 1999. : ., 1999
In: https://hal.archives-ouvertes.fr/hal-01769544 ; pp.515, 1999 (1999)
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