{"id":1148827,"date":"2025-12-09T11:46:46","date_gmt":"2025-12-09T19:46:46","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/"},"modified":"2025-12-09T12:04:12","modified_gmt":"2025-12-09T20:04:12","slug":"le-role-du-langage-dans-lapprentissage-et-les-interactions-montreal","status":"publish","type":"msr-group","link":"https:\/\/www.microsoft.com\/en-us\/research\/group\/le-role-du-langage-dans-lapprentissage-et-les-interactions-montreal\/","title":{"rendered":"Le r\u00f4le du langage dans l\u2019apprentissage et les interactions | Montr\u00e9al"},"content":{"rendered":"<section class=\"mb-3 moray-highlight\">\n\t<div class=\"card-img-overlay mx-lg-0\">\n\t\t<div class=\"card-background  has-background- card-background--full-bleed\">\n\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"960\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/07\/1920x720_language_for_learning_Montreal_theme_banner_no_logo-scaled.jpg\" class=\"attachment-full size-full\" alt=\"Montreal theme header - Language for learning and interaction\" style=\"\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/07\/1920x720_language_for_learning_Montreal_theme_banner_no_logo-scaled.jpg 2560w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/07\/1920x720_language_for_learning_Montreal_theme_banner_no_logo-300x113.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/07\/1920x720_language_for_learning_Montreal_theme_banner_no_logo-1024x384.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/07\/1920x720_language_for_learning_Montreal_theme_banner_no_logo-768x288.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/07\/1920x720_language_for_learning_Montreal_theme_banner_no_logo-1536x576.jpg 1536w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/07\/1920x720_language_for_learning_Montreal_theme_banner_no_logo-2048x768.jpg 2048w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/07\/1920x720_language_for_learning_Montreal_theme_banner_no_logo-1920x720.jpg 1920w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/07\/1920x720_language_for_learning_Montreal_theme_banner_no_logo-1600x600.jpg 1600w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/07\/1920x720_language_for_learning_Montreal_theme_banner_no_logo-240x90.jpg 240w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/>\t\t<\/div>\n\t\t<!-- Foreground -->\n\t\t<div class=\"card-foreground d-flex mt-md-n5 my-lg-5 px-g px-lg-0\">\n\t\t\t<!-- Container -->\n\t\t\t<div class=\"container d-flex mt-md-n5 my-lg-5 \">\n\t\t\t\t<!-- Card wrapper -->\n\t\t\t\t<div class=\"w-100 w-lg-col-5\">\n\t\t\t\t\t<!-- Card -->\n\t\t\t\t\t<div class=\"card material-md-card py-5 px-md-5\">\n\t\t\t\t\t\t<div class=\"card-body \">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/lab\/laboratoire-de-recherche-microsoft-montreal\/\" class=\"icon-link icon-link--reverse mb-2\" data-bi-cN=\"Retour au Laboratoire de recherche Microsoft \u2013 Montr\u00e9al\">\n\t\t\t\t\t\t\t\t\t<span class=\"c-glyph glyph-chevron-left\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t\t\t\t\tRetour au Laboratoire de recherche Microsoft \u2013 Montr\u00e9al\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\n\n<h1 class=\"wp-block-heading\" id=\"le-role-du-langage-dans-l-apprentissage-et-les-interactions-montreal\"><span style=\"font-size: 44.42px\">Le r\u00f4le du langage dans l\u2019apprentissage et les interactions | Montr\u00e9al<\/span><\/h1>\n\n\n\n<p><\/p>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section>\n\n\n\n\n\n<p><em><strong>Cr\u00e9er des agents linguistiques interactifs qui comprennent les connaissances du monde qui les entoure, afin de communiquer avec les gens et d\u2019habiliter ceux-ci.<\/strong><\/em><\/p>\n\n\n\n<p>Ce th\u00e8me de recherche explore comment les agents d\u2019intelligence artificielle peuvent utiliser le langage en tant qu\u2019outil d\u2019apprentissage et pour interagir avec le monde. Nous imaginons des compagnons d\u2019IA qui nous aident dans nos vies quotidiennes, et \u00e0 qui nous pouvons enseigner des choses gr\u00e2ce \u00e0 la conversation et \u00e0 la d\u00e9monstration.<\/p>\n\n\n\n<p>Le langage est un espace abstrait de raisonnement, dans lequel modalit\u00e9s, domaines et t\u00e2ches peuvent se traduire les uns par les autres. Il s\u2019agit \u00e9galement d\u2019un support contenant de vastes r\u00e9serves de connaissances. Comment les agents peuvent-ils exploiter la structure, la composition et les associations du langage afin de comprendre et de pr\u00e9dire un monde complexe? Comment peuvent-ils tirer parti des connaissances que nous avons acquises et consign\u00e9es par \u00e9crit pendant des milliers d\u2019ann\u00e9es? Finalement, comment peuvent-ils utiliser le langage afin de partager leurs pens\u00e9es avec nous (et les uns avec les autres)? Voil\u00e0 quelques-unes des questions qui alimentent notre recherche.<\/p>\n\n\n\n<p>Notre travail interdisciplinaire rassemble des m\u00e9thodes de traitement du langage naturel, notamment de grands mod\u00e8les de langage pr\u00e9entra\u00een\u00e9s, l\u2019apprentissage de repr\u00e9sentations (en particulier l\u2019apprentissage auto-supervis\u00e9 et non supervis\u00e9), l\u2019apprentissage par renforcement et le m\u00e9ta-apprentissage.<\/p>\n\n\n\n<p>En ce qui concerne la m\u00e9thodologie, nous adoptons deux approches compl\u00e9mentaires, soit les environnements de d\u00e9veloppement et les innovations en mati\u00e8re de mod\u00e9lisation.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Innovations en mati\u00e8re de mod\u00e9lisation :<\/strong>&nbsp;nous explorons quelles architectures, quels biais inductifs, quels m\u00e9canismes de m\u00e9moire et quelles repr\u00e9sentations permettent le mieux aux agents d\u2019utiliser le langage naturel dans toute sa complexit\u00e9 au niveau de la g\u00e9n\u00e9ralisation, abstraction et pr\u00e9cision. Consultez l\u2019onglet des projets pour en apprendre davantage.<\/li>\n\n\n\n<li><strong>Environnements de d\u00e9veloppement :<\/strong>&nbsp;nous construisons des simulations pour \u00e9tudient l\u2019apprentissage qui requi\u00e8re des interactions s\u00e9quentielles, dynamiques et multimodales. Ces derni\u00e8res nous permettent d\u2019incarner des agents et d\u2019ancrer son langage dans des mondes contr\u00f4l\u00e9s.<\/li>\n<\/ul>\n\n\n\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n","protected":false},"excerpt":{"rendered":"<p>Cr\u00e9er des agents linguistiques interactifs qui comprennent les connaissances du monde qui les entoure, afin de communiquer avec les gens et d\u2019habiliter ceux-ci. Ce th\u00e8me de recherche explore comment les agents d\u2019intelligence artificielle peuvent utiliser le langage en tant qu\u2019outil d\u2019apprentissage et pour interagir avec le monde. Nous imaginons des compagnons d\u2019IA qui nous aident [&hellip;]<\/p>\n","protected":false},"featured_media":863577,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":true,"_classifai_error":"","msr_group_start":"","footnotes":""},"research-area":[13556,13545],"msr-group-type":[243694],"msr-locale":[268878],"msr-impact-theme":[],"class_list":["post-1148827","msr-group","type-msr-group","status-publish","has-post-thumbnail","hentry","msr-research-area-artificial-intelligence","msr-research-area-human-language-technologies","msr-group-type-group","msr-locale-fr_ca"],"msr_group_start":"","msr_detailed_description":"","msr_further_details":"","msr_hero_images":[],"msr_research_lab":[1148609],"related-researchers":[],"related-publications":[],"related-downloads":[],"related-videos":[],"related-projects":[],"related-events":[],"related-opportunities":[],"related-posts":[],"tab-content":[],"msr_impact_theme":[],"_links":{"self":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-group\/1148827","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-group"}],"about":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/types\/msr-group"}],"version-history":[{"count":8,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-group\/1148827\/revisions"}],"predecessor-version":[{"id":1158037,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-group\/1148827\/revisions\/1158037"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media\/863577"}],"wp:attachment":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media?parent=1148827"}],"wp:term":[{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=1148827"},{"taxonomy":"msr-group-type","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-group-type?post=1148827"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=1148827"},{"taxonomy":"msr-impact-theme","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-impact-theme?post=1148827"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}