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DTSTART;TZID=Europe/Paris:20231117T093000
DTEND;TZID=Europe/Paris:20231117T110000
DTSTAMP:20231026T115103Z
CREATED:20230905T134008Z
LAST-MODIFIED:20231026T115103Z
UID:22970-1700213400-1700218800@www.loria.fr
SUMMARY:D4 Seminar : Socio-conversational AI: Modelling the socio-emotional component of interactions using neural models
DESCRIPTION:Speaker: Chloé Clavel (Centre Inria de Paris\, équipe-projet ALMAnaCH) \nAbstract:\nA single lack of social tact on the part of a conversational system (chatbot\, voice assistant\, social robot) can cause the user’s trust and engagement with the interaction to drop. This lack of social intelligence affects the willingness of a large audience to view conversational systems as acceptable. To understand the state of the user\, the current affective/social computing research community has drawn on research in artificial intelligence and the social sciences. However\, in recent years\, the trend has shifted towards a monopoly of deep learning methods\, which are quite powerful but opaque and greedy for annotated data and less suitable for integrating social science knowledge. I will present here the research we are doing  to develop Machine/Deep Learning models for modeling the social component of interactions. In particular\, I will focus on research aimed at improving the explainability of the models as well as their transferability to new data and new socio-emotional phenomena. \nReferences:\nAina Garí Soler\, Matthieu Labeau and Chloé Clavel (2022). One Word\, Two Sides: Traces of Stance in Contextualized Word Representations. Proceedings of the 29th International Conference on Computational Linguistics (COLING)\, Gyeongju\, Korea\, October 12-17.\nRaphalen\, Y.\, Clavel\, C. & Cassell\, J. (2022). « You might think about slightly revising the title »: identifying hedges in peer-tutoring interactions. In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL)\, Long Papers.\nGaël Guibon\, Matthieu Labeau\, Hélène Flamein\, Luce Lefeuvre\, Chloé Clavel (2021). Few-Shot Emotion Recognition in Conversation with Sequential Prototypical Networks. In EMNLP\nNicolas Rollet\, Chloé Clavel. (2020) “Talk to you later” Doing social robotics with conversation analysis. Towards the development of an automatic system for the prediction of disengagement\, Article in : Interaction Studies Vol. 21:2 pp. 269–293\nLeo Hemamou;Arthur Guillon;Jean-Claude Martin;Chloe Clavel. (2021) Multimodal Hierarchical Attention Neural Network: Looking for Candidates Behaviour which Impact Recruiter’s Decision\, IEEE Trans. of Affective Computing
URL:https://www.loria.fr/event/d4-seminar-socio-conversational-ai-modelling-the-socio-emotional-component-of-interactions-using-neural-models/
LOCATION:A008
CATEGORIES:Séminaire
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BEGIN:VEVENT
DTSTART;TZID=Europe/Paris:20231121T100000
DTEND;TZID=Europe/Paris:20231121T163000
DTSTAMP:20231027T171649Z
CREATED:20231027T171526Z
LAST-MODIFIED:20231027T171649Z
UID:23449-1700560800-1700584200@www.loria.fr
SUMMARY:Journée Fédération Charles Hermite : Représentations du Langage
DESCRIPTION:Programme\n10h00-10h15 : ACCUEIL ET PRÉSENTATION DE LA JOURNÉE \n10h15-11h00 : MANUEL REBUSCHI\, McF en philosophie\, UL ; MAXIME AMBLARD\, PR en informatique UL ; MICHEL MUSIOL\, PR en psychologie UL \n11h00-11h45 : MATHIEU D’AQUIN\, PR en informatique\, UL \n11h45-12h30 : CHRISTOPHE ECKES \, McF en histoire des mathématiques\, UL \n12h30-14h00 : BUFFET \n14h00-14h45 : NAZIM FATÈS\, CR en informatique\, Inria Nancy-Grand Est \n14h45-15h30 : THIBAULT CLÉRICE\, starting researcher en humanités numériques\, Inria Paris \n15h30-16h15 : CATHERINE ROTH\, McF en sciences de la culture et de la communication\, UHA \n16h15 : PAUSE CAFÉ ET CONCLUSION DE LA JOURNÉE \n\nInscription gratuite\nConfirmation de participation au repas de midi obligatoire avant le mardi 14 novembre\nOrganisateurs : Antoine Lejay\, Miguel Couceiro\, Pierre Mercuriali\n\nVoir invitation en pdf.
URL:https://www.loria.fr/event/journee-federation-charles-hermite-representations-du-langage/
LOCATION:salle de conférences de l’IECL
CATEGORIES:Séminaire
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