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Peer Assessment and Video Feedback for Fostering Self, Co, and Shared Regulation of Learning in a Higher Education Language Classroom
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In: ISSN: 2504-284X ; Frontiers in Education ; https://hal.archives-ouvertes.fr/hal-03651135 ; Frontiers in Education , Frontiers, 2022, 7, ⟨10.3389/feduc.2022.732094⟩ (2022)
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Psychiatry on Twitter: Content Analysis of the Use of Psychiatric Terms in French
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In: ISSN: 2561-326X ; JMIR Formative Research ; https://hal.archives-ouvertes.fr/hal-03614832 ; JMIR Formative Research, JMIR Publications 2022, 6 (2), pp.e18539. ⟨10.2196/18539⟩ ; https://formative.jmir.org/2022/2/e18539 (2022)
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Abstract:
International audience ; Background With the advent of digital technology and specifically user-generated contents in social media, new ways emerged for studying possible stigma of people in relation with mental health. Several pieces of work studied the discourse conveyed about psychiatric pathologies on Twitter considering mostly tweets in English and a limited number of psychiatric disorders terms. This paper proposes the first study to analyze the use of a wide range of psychiatric terms in tweets in French. Objective Our aim is to study how generic, nosographic, and therapeutic psychiatric terms are used on Twitter in French. More specifically, our study has 3 complementary goals: (1) to analyze the types of psychiatric word use (medical, misuse, or irrelevant), (2) to analyze the polarity conveyed in the tweets that use these terms (positive, negative, or neural), and (3) to compare the frequency of these terms to those observed in related work (mainly in English). Methods Our study was conducted on a corpus of tweets in French posted from January 1, 2016, to December 31, 2018, and collected using dedicated keywords. The corpus was manually annotated by clinical psychiatrists following a multilayer annotation scheme that includes the type of word use and the opinion orientation of the tweet. A qualitative analysis was performed to measure the reliability of the produced manual annotation, and then a quantitative analysis was performed considering mainly term frequency in each layer and exploring the interactions between them. Results One of the first results is a resource as an annotated dataset. The initial dataset is composed of 22,579 tweets in French containing at least one of the selected psychiatric terms. From this set, experts in psychiatry randomly annotated 3040 tweets that corresponded to the resource resulting from our work. The second result is the analysis of the annotations showing that terms are misused in 45.33% (1378/3040) of the tweets and that their associated polarity is negative in 86.21% (1188/1378) of the cases. When considering the 3 types of term use, 52.14% (1585/3040) of the tweets are associated with a negative polarity. Misused terms related to psychotic disorders (721/1300, 55.46%) were more frequent to those related to depression (15/280, 5.4%). Conclusions Some psychiatric terms are misused in the corpora we studied, which is consistent with the results reported in related work in other languages. Thanks to the great diversity of studied terms, this work highlighted a disparity in the representations and ways of using psychiatric terms. Moreover, our study is important to help psychiatrists to be aware of the term use in new communication media such as social networks that are widely used. This study has the huge advantage to be reproducible thanks to the framework and guidelines we produced so that the study could be renewed in order to analyze the evolution of term usage. While the newly build dataset is a valuable resource for other analytical studies, it could also serve to train machine learning algorithms to automatically identify stigma in social media.
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Keyword:
[INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-TT]Computer Science [cs]/Document and Text Processing; mental health; psychiatric term use; social media; social media analysis; social stigma
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URL: https://doi.org/10.2196/18539 https://hal.archives-ouvertes.fr/hal-03614832
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Un voyage lexical et discursif à travers dix scrutins présidentiels
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In: ISSN: 2428-1387 ; Mondes sociaux ; https://halshs.archives-ouvertes.fr/halshs-03593640 ; 2022 (2022)
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LEXICAL RESTRICTIONS ON GRAMMATICAL RELATIONS IN VOICE CONSTRUCTIONS (NORTHERN AMIS) ; Linguistique et typologie
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In: ISSN: 2196-7148 ; STUF - Language Typology and Universals ; https://halshs.archives-ouvertes.fr/halshs-03483275 ; STUF - Language Typology and Universals , De Gruyter, In press (2022)
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Anxious voice and avoidant language in interaction with a woman wearing an Islamic headscarf: field-experimental evidence from the Paris metro
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In: https://hal.archives-ouvertes.fr/hal-03140246 ; 2022 (2022)
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The speaker’s viewpoint on events: from tense to stance
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In: Beyond aspectual semantics: Explorations in the pragmatic and cognitive functions of aspect ; https://halshs.archives-ouvertes.fr/halshs-03371532 ; Astrid De Wit, Frank Brisard, Carol Madden-Lombardi, Michael Meeuwis, Adeline Patard (eds). Beyond aspectual semantics: Explorations in the pragmatic and cognitive functions of aspect, Oxford University Press, In press ; https://global.oup.com/?cc=fr (2022)
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Interaction between orthographic and graphomotor constraints in learning to write
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In: ISSN: 0959-4752 ; Learning and Instruction ; https://hal.archives-ouvertes.fr/hal-03620980 ; Learning and Instruction, Elsevier, 2022, 80 (101622), pp.10.1016/j.learninstruc.2022.101622. ⟨10.1016/j.learninstruc.2022.101622⟩ (2022)
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Linguistic resources for paraphrase generation in Portuguese: a Lexicon-Grammar approach
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In: ISSN: 1574-020X ; EISSN: 1574-0218 ; Language Resources and Evaluation ; https://hal.archives-ouvertes.fr/hal-03548861 ; Language Resources and Evaluation, Springer Verlag, 2022, ⟨10.1007/s10579-021-09561-5⟩ ; https://link.springer.com/article/10.1007/s10579-021-09561-5 (2022)
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Analyse morphosémantique des créativités lexicales relatives au concept de démocratie employées par les acteurs politiques lors des élections générales en Côte d’Ivoire de 2015 à 2020
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In: ACTES DU PREMIER COLLOQUE SCIENTIFIQUE INTERNATIONAL DU LABODYLCAL EN HOMMAGE AU PROFESSEUR FLAVIEN GBETO ; https://hal.archives-ouvertes.fr/hal-03539719 ; Julien Koffi Gbaguidi; Charles Dossou Ligan; Gérard Kédrébéogo. ACTES DU PREMIER COLLOQUE SCIENTIFIQUE INTERNATIONAL DU LABODYLCAL EN HOMMAGE AU PROFESSEUR FLAVIEN GBETO, Les Éditions LABODYLCAL, pp.515-531, 2022, 978-99982-65-30-1 (2022)
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Caveats of Measuring Semantic Change of Cognates and Borrowings using Multilingual Word Embeddings
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In: LChange'22 - 3rd International Workshop on Computational Approaches to Historical Language Change 2022 ; https://hal.inria.fr/hal-03635005 ; LChange'22 - 3rd International Workshop on Computational Approaches to Historical Language Change 2022, May 2022, Dublin, Ireland (2022)
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¿Por qué el concepto de ‘repertorio’ es tan útil en el análisis de situaciones plurilingües?
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In: Blog del grupo Español en Contacto ; https://hal.archives-ouvertes.fr/hal-03561030 ; Blog del grupo Español en Contacto, 2022, https://espanolcontacto.fe.uam.es/wordpress/index.php/2022/02/07/por-que-el-concepto-de-repertorio-es-tan-util-en-el-analisis-de-situaciones-plurilingues-nueva-entrada-de-blog-escrita-por-elodie-blestel/ (2022)
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DeepL et Google Translate face à l'ambiguïté phraséologique
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In: https://hal.archives-ouvertes.fr/hal-03583995 ; 2022 (2022)
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Preprint Citation Praxis in PLOS
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In: ISSN: 0138-9130 ; EISSN: 1588-2861 ; Scientometrics ; https://hal.archives-ouvertes.fr/hal-03506094 ; In press (2022)
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Emotion on a textual level: the structuring function of emotions observed from annotations ; L'émotion à un niveau textuel : la fonction structurante des émotions observée à partir d'annotations
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In: ISSN: 1963-1723 ; Discours - Revue de linguistique, psycholinguistique et informatique ; https://hal.archives-ouvertes.fr/hal-03607564 ; Discours - Revue de linguistique, psycholinguistique et informatique, Laboratoire LATTICE, A paraître (2022)
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An Overview of Indian Spoken Language Recognition from Machine Learning Perspective
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In: ISSN: 2375-4699 ; EISSN: 2375-4702 ; ACM Transactions on Asian and Low-Resource Language Information Processing ; https://hal.inria.fr/hal-03616853 ; ACM Transactions on Asian and Low-Resource Language Information Processing, ACM, In press, ⟨10.1145/3523179⟩ (2022)
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The contextual logic
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In: https://hal.archives-ouvertes.fr/hal-03195162 ; 2022 (2022)
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Morphology in the Corsican Language Database (BDLC) : assessment and perspectives ; La morphologie dans la Banque de Données Langue Corse : bilan et perspectives
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In: ISSN: 1638-9808 ; EISSN: 1765-3126 ; Corpus ; https://hal.archives-ouvertes.fr/hal-03591866 ; Corpus, Bases, Corpus, Langage - UMR 7320, 2022, Corpus et données en morpholgie, ⟨10.4000/corpus.7115⟩ ; https://journals.openedition.org/corpus/7115 (2022)
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Évaluation de la perception des sons de parole chez les populations pédiatriques : réflexion sur les épreuves existantes
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In: ISSN: 0298-6477 ; EISSN: 2117-7155 ; Glossa ; https://hal.archives-ouvertes.fr/hal-03646757 ; Glossa, UNADREO - Union NAtionale pour le Développement de la Recherche en Orthophonie, 2022, 132, pp.1-27 ; https://www.glossa.fr/index.php/glossa/article/view/1043 (2022)
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Auditory Reverse Correlation on a Phoneme-Discrimination Task: Assessing the Effect of Different Types of Background Noise
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In: ARO 2022 ; https://hal.archives-ouvertes.fr/hal-03553443 ; ARO 2022, Feb 2022, Online, United States (2022)
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Simplification of literary and scientific texts to improve reading fluency and comprehension in beginning readers of French
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In: ISSN: 0142-7164 ; EISSN: 1469-1817 ; Applied Psycholinguistics ; https://hal-amu.archives-ouvertes.fr/hal-03549026 ; Applied Psycholinguistics, Cambridge University Press (CUP), 2022, pp.1-28. ⟨10.1017/S014271642100062X⟩ (2022)
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