{"id":299,"date":"2018-05-02T14:50:52","date_gmt":"2018-05-02T12:50:52","guid":{"rendered":"https:\/\/iaaa.lis-lab.fr\/?p=299"},"modified":"2018-05-03T16:39:12","modified_gmt":"2018-05-03T14:39:12","slug":"un-generateur-de-texte-avec-des-rnns","status":"publish","type":"post","link":"https:\/\/iaaa.lis-lab.fr\/?p=299","title":{"rendered":"D\u00e9mo IAAA : Un g\u00e9n\u00e9rateur de texte avec des RNNs"},"content":{"rendered":"<p style=\"text-align: center;\">Une d\u00e9mo par l&rsquo;\u00e9quipe du parcours IAAA.<\/p>\n<p>Il est possible \u00e0 l&rsquo;aide de techniques d&rsquo;apprentissage statistique d&rsquo;apprendre des mod\u00e8les comme celui utilis\u00e9 ci-dessous pour g\u00e9n\u00e9rer des s\u00e9quences \u00ab\u00a0al\u00e9atoirement\u00a0\u00bb. Il s&rsquo;agit d&rsquo;un g\u00e9n\u00e9rateur construit \u00e0 l&rsquo;aide d&rsquo;un r\u00e9seau de neurones r\u00e9current (RNN). Il est utilis\u00e9 ici pour g\u00e9n\u00e9rer des phrases al\u00e9atoirement mais pas totalement au hasard, en utilisant une loi de probabilit\u00e9 apprise sur un corpus de phrases d&rsquo;apprentissage.\u00a0 Le m\u00eame genre d&rsquo;outils peut \u00eatre utilis\u00e9 pour g\u00e9n\u00e9rer de la parole, une phrase manuscrite etc&#8230; Vous \u00e9tudierez les techniques n\u00e9cessaires dans les cours de M2 sur l&rsquo;Apprentissage Automatique et la Data Science, le Deep Learning et les cours de Traitement Automatique de la Langue.<\/p>\n<p>&nbsp;<\/p>\n\n<!-- iframe plugin v.6.0 wordpress.org\/plugins\/iframe\/ -->\n<iframe loading=\"lazy\" src=\"https:\/\/pageperso.lis-lab.fr\/benoit.favre\/gulliver\/index.html\" width=\"100%\" height=\"600\" scrolling=\"yes\" class=\"iframe-class\" frameborder=\"0\"><\/iframe>\n\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Une d\u00e9mo par l&rsquo;\u00e9quipe du parcours IAAA. Il est possible \u00e0 l&rsquo;aide de techniques d&rsquo;apprentissage statistique d&rsquo;apprendre des mod\u00e8les comme celui utilis\u00e9 ci-dessous pour g\u00e9n\u00e9rer des s\u00e9quences \u00ab\u00a0al\u00e9atoirement\u00a0\u00bb. Il s&rsquo;agit d&rsquo;un g\u00e9n\u00e9rateur construit \u00e0 l&rsquo;aide d&rsquo;un r\u00e9seau de neurones r\u00e9current (RNN). Il est utilis\u00e9 ici pour g\u00e9n\u00e9rer des phrases al\u00e9atoirement mais pas totalement au hasard,&hellip;<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[18],"tags":[],"class_list":["post-299","post","type-post","status-publish","format-standard","hentry","category-demos"],"_links":{"self":[{"href":"https:\/\/iaaa.lis-lab.fr\/index.php?rest_route=\/wp\/v2\/posts\/299","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/iaaa.lis-lab.fr\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/iaaa.lis-lab.fr\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/iaaa.lis-lab.fr\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/iaaa.lis-lab.fr\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=299"}],"version-history":[{"count":5,"href":"https:\/\/iaaa.lis-lab.fr\/index.php?rest_route=\/wp\/v2\/posts\/299\/revisions"}],"predecessor-version":[{"id":352,"href":"https:\/\/iaaa.lis-lab.fr\/index.php?rest_route=\/wp\/v2\/posts\/299\/revisions\/352"}],"wp:attachment":[{"href":"https:\/\/iaaa.lis-lab.fr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=299"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/iaaa.lis-lab.fr\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=299"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/iaaa.lis-lab.fr\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=299"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}