{"id":9405,"date":"2023-12-11T12:14:54","date_gmt":"2023-12-11T11:14:54","guid":{"rendered":"https:\/\/vocabulaires-ouverts.inrae.fr\/?p=9405"},"modified":"2023-12-11T16:39:45","modified_gmt":"2023-12-11T15:39:45","slug":"stage-maiage-2024","status":"publish","type":"post","link":"https:\/\/istblogs.d-marheine.com\/lovinra\/stage-maiage-2024\/","title":{"rendered":"Stage : 5-6 mois, Extraction d&rsquo;information sur les maladies transmises par vecteurs chez les plantes, INRAE (Jouy en Josas)"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"9405\" class=\"elementor elementor-9405\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-53b02ebc elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no\" data-id=\"53b02ebc\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4ff3ef78\" data-id=\"4ff3ef78\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4e17cd75 elementor-widget elementor-widget-heading\" data-id=\"4e17cd75\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"> Stage : 5-6 mois, Extraction d'information sur les maladies transmises par vecteurs chez les plantes, INRAE (Jouy en Josas)<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2a021bdb elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no\" data-id=\"2a021bdb\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-73c8b649\" data-id=\"73c8b649\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4f23274b elementor-widget elementor-widget-image\" data-id=\"4f23274b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2023\/12\/emploi-150x150.png\" class=\"attachment-thumbnail size-thumbnail wp-image-9416\" alt=\"https:\/\/www.flaticon.com\/fr\/icones-gratuites\/emploi\" srcset=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2023\/12\/emploi-150x150.png 150w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2023\/12\/emploi-300x300.png 300w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2023\/12\/emploi.png 512w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-5822a72d\" data-id=\"5822a72d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-512ab1e4 elementor-widget elementor-widget-text-editor\" data-id=\"512ab1e4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Proposition de stage Master 2 IEV 2024<\/strong><\/p><p><strong>Extraction d\u2019Information sur les maladies transmises par vecteurs chez les plantes <\/strong>\/ Information extraction on vector-borne diseases in plants from the literature<\/p><p><strong>Lieu : unit\u00e9 MaIAGE, Centre de recherche INRAE de Jouy en Josas,<\/strong><\/p><p><strong>Dur\u00e9e : 5 \u00e0 6 mois entre f\u00e9vrier et ao\u00fbt 2024<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-10a83996 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no\" data-id=\"10a83996\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6c03d977\" data-id=\"6c03d977\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6c0e3338 elementor-widget elementor-widget-text-editor\" data-id=\"6c0e3338\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2>Sujet du stage<\/h2><p>Le projet porte sur l\u2019extraction automatique de relations biologiques \u00e0 partir de documents. Il ciblera en priorit\u00e9 trois esp\u00e8ces particuli\u00e8res de psylles (insectes piqueurs suceurs) vecteurs de bact\u00e9ries responsables de maladies des arbres fruitiers. Les \u00e9v\u00e9nements repr\u00e9sentant les interactions biologiques entre microbe, insecte, plante et leurs lieux et dates d\u2019observation sont d\u00e9not\u00e9s dans les textes scientifiques par des formulations complexes variables qui portent fr\u00e9quemment sur plusieurs phrases. L\u2019enjeu sera d\u2019extraire ces \u00e9v\u00e9nements (relations n-aires) par des m\u00e9thodes d\u2019apprentissage profond (\/deep learning, language model\/) avec un nombre limit\u00e9 d\u2019exemples produits manuellement et \u00e0 l\u2019aide bases de connaissance externes.<\/p><h2>Profil<\/h2><ul><li>Master 2 en Informatique, orient\u00e9 Traitement Automatique des<br \/>Langues et\/ou Apprentissage automatique<\/li><li>Exp\u00e9rience de \/deep learning\/<\/li><li>Exp\u00e9rience en TAL et\/ou utilisation de la biblioth\u00e8que HuggingFace<\/li><li>Ma\u00eetrise de l\u2019anglais ou fran\u00e7ais courant.<\/li><li>Comp\u00e9tences techniques requises : Python et\/ou Java<\/li><li>Int\u00e9r\u00eat pour les applications en biologie et le travail<br \/>interdisciplinaire.<\/li><\/ul><h2>En savoir plus\u00a0<\/h2><p><a href=\"https:\/\/jobs.inrae.fr\/ot-19440\">https:\/\/jobs.inrae.fr\/ot-19440\u00a0<\/a><\/p><p><a href=\"https:\/\/maiage.inrae.fr\/sites\/default\/files\/2023-12\/Stage%20IEV.pdf\">https:\/\/maiage.inrae.fr\/sites\/default\/files\/2023-12\/Stage%20IEV.pdf<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Vous travaillerez dans le cadre du projet ANR BEYOND sur la r\u00e9duction des pesticides par l\u2019anticipation des risques \u00e9pid\u00e9miologiques des plantes. <\/p>\n","protected":false},"author":114,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"default","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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