{"id":6532,"date":"2026-06-26T17:45:10","date_gmt":"2026-06-26T15:45:10","guid":{"rendered":"https:\/\/u-paris.fr\/linguistique\/?page_id=6532"},"modified":"2026-07-03T14:59:02","modified_gmt":"2026-07-03T12:59:02","slug":"l3s2-probabilites","status":"publish","type":"page","link":"https:\/\/u-paris.fr\/linguistique\/l3s2-probabilites\/","title":{"rendered":"Bases formelles du TAL 2: probabilit\u00e9s, mod\u00e8les de langue et IA g\u00e9n\u00e9ratives"},"content":{"rendered":"<p>[et_pb_section fb_built=\u00a0\u00bb1&Prime; _builder_version=\u00a0\u00bb3.22.1&Prime;][et_pb_row _builder_version=\u00a0\u00bb3.22.1&Prime;][et_pb_column type=\u00a0\u00bb4_4&Prime; _builder_version=\u00a0\u00bb3.22.1&Prime;][et_pb_post_title meta=\u00a0\u00bboff\u00a0\u00bb featured_image=\u00a0\u00bboff\u00a0\u00bb _builder_version=\u00a0\u00bb3.22.1&Prime;][\/et_pb_post_title][et_pb_text _builder_version=\u00a0\u00bb3.22.1&Prime;]<\/p>\n<h3>Informations de base<\/h3>\n<ul>\n<li>Cr\u00e9dits : 3<\/li>\n<li>Format : 2h hebdomadaires<\/li>\n<li>Enseignant\u00b7e 2026-2027 : <a href=\"http:\/\/www.llf.cnrs.fr\/fr\/Gens\/Candito\">Marie Candito<\/a><\/li>\n<li>Horaire 2026-2027 : information \u00e0 venir<\/li>\n<li><a href=\"https:\/\/moodle2026.u-pariscite.fr\/course\/view.php?id=3114\">Page Moodle<\/a><\/li>\n<\/ul>\n<h3>Description<\/h3>\n<p>Le cours a pour but de familiariser les \u00e9tudiant.e.s avec les concepts math\u00e9matiques d&rsquo;analyse combinatoire, probabilit\u00e9s et statistiques descriptives, en alternant cours et exercices pratiques. L&rsquo;accent est mis sur l&rsquo;utilit\u00e9 de ces concepts en linguistique et en traitement automatique des langues. Programme indicatif : M\u00e9thodes sur corpus en TAL et en linguistique (cadre g\u00e9n\u00e9ral et motivations), Analyse combinatoire, Calcul des probabilit\u00e9s, Variables al\u00e9atoires, loi binomiale et loi normale, Mod\u00e8le de langue de Markov (ngrammes), Statistiques descriptives uni- et bivari\u00e9es.<\/p>\n<h3>\u00c9valuation<\/h3>\n<p>50% examen en cours de semestre, 50% examen final.<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Informations de base Cr\u00e9dits : 3 Format : 2h hebdomadaires Enseignant\u00b7e 2026-2027 : Marie Candito Horaire 2026-2027 : information \u00e0 venir Page Moodle Description Le cours a pour but de familiariser les \u00e9tudiant.e.s avec les concepts math\u00e9matiques d&rsquo;analyse combinatoire, probabilit\u00e9s et statistiques descriptives, en alternant cours et exercices pratiques. L&rsquo;accent est mis sur l&rsquo;utilit\u00e9 de&hellip; <a class=\"continue\" href=\"https:\/\/u-paris.fr\/linguistique\/l3s2-probabilites\/\">Lire la suite<span> Bases formelles du TAL 2: probabilit\u00e9s, mod\u00e8les de langue et IA g\u00e9n\u00e9ratives<\/span><\/a><\/p>\n","protected":false},"author":609,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"coauthors":[114],"class_list":["post-6532","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/u-paris.fr\/linguistique\/wp-json\/wp\/v2\/pages\/6532","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/u-paris.fr\/linguistique\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/u-paris.fr\/linguistique\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/u-paris.fr\/linguistique\/wp-json\/wp\/v2\/users\/609"}],"replies":[{"embeddable":true,"href":"https:\/\/u-paris.fr\/linguistique\/wp-json\/wp\/v2\/comments?post=6532"}],"version-history":[{"count":4,"href":"https:\/\/u-paris.fr\/linguistique\/wp-json\/wp\/v2\/pages\/6532\/revisions"}],"predecessor-version":[{"id":6777,"href":"https:\/\/u-paris.fr\/linguistique\/wp-json\/wp\/v2\/pages\/6532\/revisions\/6777"}],"wp:attachment":[{"href":"https:\/\/u-paris.fr\/linguistique\/wp-json\/wp\/v2\/media?parent=6532"}],"wp:term":[{"taxonomy":"author","embeddable":true,"href":"https:\/\/u-paris.fr\/linguistique\/wp-json\/wp\/v2\/coauthors?post=6532"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}