{"id":4797,"date":"2023-08-29T16:25:27","date_gmt":"2023-08-29T16:25:27","guid":{"rendered":"https:\/\/dailyai.com\/?p=4797"},"modified":"2023-08-29T16:25:27","modified_gmt":"2023-08-29T16:25:27","slug":"metas-nougat-makes-scientific-texts-machine-readable","status":"publish","type":"post","link":"https:\/\/dailyai.com\/fr\/2023\/08\/metas-nougat-makes-scientific-texts-machine-readable\/","title":{"rendered":"Nougat de Meta rend les textes scientifiques lisibles \u00e0 la machine"},"content":{"rendered":"<p><strong>Meta a d\u00e9velopp\u00e9 un nouveau mod\u00e8le d'IA appel\u00e9 Nougat qui peut transformer de mani\u00e8re fiable un texte scientifique en texte lisible par une machine.<\/strong><\/p>\n<p><span style=\"font-weight: 400;\">Si vous avez d\u00e9j\u00e0 essay\u00e9 de lire un document de recherche scientifique, vous commencez \u00e0 comprendre pourquoi il est difficile de le traiter \u00e9lectroniquement. Les outils actuels de reconnaissance optique de caract\u00e8res (OCR) analysent le texte ligne par ligne.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">C'est une bonne chose pour les documents purement textuels, mais les articles scientifiques ajoutent un niveau de complexit\u00e9 que ces outils standard ne peuvent pas g\u00e9rer.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Les documents scientifiques comportent des symboles et des formules math\u00e9matiques et scientifiques qui sont souvent ajout\u00e9s en indice ou en exposant. M\u00eame les meilleurs OCR ont du mal \u00e0 les capturer correctement.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Le d\u00e9fi est d'autant plus grand qu'un grand nombre de ces documents de recherche sont mal num\u00e9ris\u00e9s et que les originaux ne sont plus disponibles. Nougat, qui signifie Neural Optical Understanding for Academic Documents, est pr\u00eat \u00e0 relever le d\u00e9fi.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Au lieu de scanner ligne par ligne, Nougat traite la page enti\u00e8re en utilisant une variante du Vision Transformer de Meta pour l'analyse d'images. Le mod\u00e8le a \u00e9t\u00e9 entra\u00een\u00e9 sur un ensemble d'articles publi\u00e9s sur PubMed Central et arXiv, dont le code source LaTeX correspondait.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">LaTeX est un logiciel utilis\u00e9 pour r\u00e9diger des articles scientifiques qui font appel \u00e0 des formules complexes et \u00e0 des symboles math\u00e9matiques. Le mod\u00e8le a \u00e9t\u00e9 form\u00e9 en examinant l'image du document et en la comparant au code qui a g\u00e9n\u00e9r\u00e9 le texte complexe.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Voici un exemple de l'une des exp\u00e9riences de Meta en mati\u00e8re de num\u00e9risation d'un ancien document de recherche.<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-4799 size-full\" src=\"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/Nougat-AI-research-paper-conversion.png\" alt=\"\" width=\"2100\" height=\"1440\" srcset=\"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/Nougat-AI-research-paper-conversion.png 2100w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/Nougat-AI-research-paper-conversion-300x206.png 300w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/Nougat-AI-research-paper-conversion-1024x702.png 1024w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/Nougat-AI-research-paper-conversion-768x527.png 768w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/Nougat-AI-research-paper-conversion-1536x1053.png 1536w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/Nougat-AI-research-paper-conversion-2048x1404.png 2048w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/Nougat-AI-research-paper-conversion-370x254.png 370w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/Nougat-AI-research-paper-conversion-800x549.png 800w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/Nougat-AI-research-paper-conversion-740x507.png 740w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/Nougat-AI-research-paper-conversion-20x14.png 20w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/Nougat-AI-research-paper-conversion-1600x1097.png 1600w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/Nougat-AI-research-paper-conversion-1320x905.png 1320w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/Nougat-AI-research-paper-conversion-70x48.png 70w\" sizes=\"auto, (max-width: 2100px) 100vw, 2100px\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-weight: 400;\">Source : <\/span><a href=\"https:\/\/facebookresearch.github.io\/nougat\/\"><span style=\"font-weight: 400;\">M\u00e9ta<\/span><\/a><\/p>\n<p>&nbsp;<\/p>\n<p>Il existe d'autres exemples impressionnants sur le site <a href=\"https:\/\/facebookresearch.github.io\/nougat\/\">Page de recherche Facebook<\/a>.<\/p>\n<p><span style=\"font-weight: 400;\">Nougat n'est pas parfait, mais il a tout de m\u00eame obtenu un score BLEU de plus de 91% et une pr\u00e9cision de plus de 96% avec du texte continu. Le score BLEU mesure la similarit\u00e9 du texte traduit par la machine avec un ensemble de traductions de r\u00e9f\u00e9rence de haute qualit\u00e9.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Pour les formules et les tableaux, il s'en sort un peu moins bien avec une pr\u00e9cision d'un peu plus de 75%. C'est tout de m\u00eame beaucoup mieux que des mod\u00e8les concurrents comme GROBID, qui ne r\u00e9ussit \u00e0 avoir raison que dans 11% des cas.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Des millions de pages de recherche ne sont pas indexables ou consultables parce qu'elles ne peuvent \u00eatre lues que par des humains. Nougat change la donne en permettant de convertir en texte lisible par une machine m\u00eame les PDF de recherche mal num\u00e9ris\u00e9s.<\/span><\/p>\n<p>Comme pour la plupart de ses autres nouveaux outils, Meta a fait en sorte que celui-ci soit librement utilisable. <a href=\"https:\/\/github.com\/facebookresearch\/nougat\">disponible sur GitHub<\/a>. Cette \u00e9volution peut toutefois pr\u00e9senter un certain int\u00e9r\u00eat personnel. Une fois que les anciens documents de recherche sont lisibles par machine, ils deviennent disponibles pour l'entra\u00eenement d'autres mod\u00e8les d'intelligence artificielle.<\/p>\n<p><span style=\"font-weight: 400;\">Il sera int\u00e9ressant de voir quels joyaux de la recherche, perdus depuis longtemps, seront red\u00e9couverts gr\u00e2ce \u00e0 Nougat.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Meta a mis au point un nouveau mod\u00e8le d'IA appel\u00e9 Nougat, capable de transformer de mani\u00e8re fiable un texte scientifique en texte lisible par une machine. Si vous avez d\u00e9j\u00e0 essay\u00e9 de lire un document de recherche scientifique, vous commencez \u00e0 comprendre pourquoi il est difficile de le traiter \u00e9lectroniquement. Les outils actuels de reconnaissance optique de caract\u00e8res (OCR) analysent le texte ligne par ligne. C'est une bonne chose pour les documents purement textuels, mais les documents scientifiques ajoutent un niveau de complexit\u00e9 que ces outils standard ne peuvent pas g\u00e9rer.  Les documents scientifiques comportent des symboles et des formules math\u00e9matiques et scientifiques qui sont souvent ajout\u00e9s en indice ou en exposant. M\u00eame les meilleurs OCR ont du mal \u00e0 les capturer correctement.<\/p>","protected":false},"author":6,"featured_media":4800,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[83],"tags":[150,190,207,105,131],"class_list":["post-4797","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-product","tag-ai-benefits","tag-education","tag-llm","tag-machine-learning","tag-meta"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Meta\u2019s Nougat makes scientific texts machine-readable | DailyAI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dailyai.com\/fr\/2023\/08\/metas-nougat-makes-scientific-texts-machine-readable\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Meta\u2019s Nougat makes scientific texts machine-readable | DailyAI\" \/>\n<meta property=\"og:description\" content=\"Meta has developed a new AI model called Nougat that can reliably turn scientific text into machine-readable text. If you\u2019ve ever tried to read a scientific research paper then you begin to understand why it\u2019s tough for it to be processed electronically. Current Optical Character Recognition (OCR) tools parse text line by line. That\u2019s fine for purely text-based documents but scientific papers add a level of complexity that these standard tools can\u2019t deal with.\u00a0 Scientific papers include mathematical and scientific symbols and formulas that are often added as subscripts or superscripts. Even the best OCRs have trouble capturing these properly.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dailyai.com\/fr\/2023\/08\/metas-nougat-makes-scientific-texts-machine-readable\/\" \/>\n<meta property=\"og:site_name\" content=\"DailyAI\" \/>\n<meta property=\"article:published_time\" content=\"2023-08-29T16:25:27+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/Scientific-research-paper.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1000\" \/>\n\t<meta property=\"og:image:height\" content=\"750\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Eugene van der Watt\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@DailyAIOfficial\" \/>\n<meta name=\"twitter:site\" content=\"@DailyAIOfficial\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" 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