{"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\/it\/2023\/08\/metas-nougat-makes-scientific-texts-machine-readable\/","title":{"rendered":"Nougat di Meta rende i testi scientifici leggibili in modo automatico"},"content":{"rendered":"<p><strong>Meta ha sviluppato un nuovo modello di intelligenza artificiale, chiamato Nougat, in grado di trasformare in modo affidabile i testi scientifici in testi leggibili dalla macchina.<\/strong><\/p>\n<p><span style=\"font-weight: 400;\">Se avete mai provato a leggere un documento di ricerca scientifica, iniziate a capire perch\u00e9 \u00e8 difficile elaborarlo elettronicamente. Gli attuali strumenti di riconoscimento ottico dei caratteri (OCR) analizzano il testo riga per riga.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Questo va bene per i documenti puramente testuali, ma i documenti scientifici aggiungono un livello di complessit\u00e0 che questi strumenti standard non sono in grado di gestire.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">I documenti scientifici includono simboli e formule matematiche e scientifiche che spesso vengono aggiunti come pedici o apici. Anche i migliori OCR hanno difficolt\u00e0 a catturarli correttamente.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ci\u00f2 che rende la sfida ancora pi\u00f9 ardua \u00e8 che molti di questi documenti di ricerca sono scansionati male e gli originali non sono pi\u00f9 disponibili. Nougat, acronimo di Neural Optical Understanding for Academic Documents (comprensione ottica neurale dei documenti accademici), \u00e8 pronto a raccogliere la sfida.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Invece di scansionare riga per riga, Nougat elabora l'intera pagina utilizzando una variante del Vision Transformer di Meta per l'analisi delle immagini. Il modello \u00e8 stato addestrato su un set di dati di articoli pubblicati su PubMed Central e arXiv con il corrispondente codice sorgente LaTeX.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">LaTeX \u00e8 un software utilizzato per scrivere documenti scientifici che richiedono formule complesse e simboli matematici. Il modello \u00e8 stato addestrato osservando l'immagine del documento e confrontandola con il codice che ha generato il testo complesso.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ecco un esempio di uno degli esperimenti di Meta sulla digitalizzazione di un vecchio documento di ricerca.<\/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;\">Fonte: <\/span><a href=\"https:\/\/facebookresearch.github.io\/nougat\/\"><span style=\"font-weight: 400;\">Meta<\/span><\/a><\/p>\n<p>&nbsp;<\/p>\n<p>Ci sono altri esempi impressionanti sul sito <a href=\"https:\/\/facebookresearch.github.io\/nougat\/\">Pagina di ricerca su Facebook<\/a>.<\/p>\n<p><span style=\"font-weight: 400;\">Nougat non \u00e8 perfetto, ma ha comunque ottenuto un punteggio BLEU di oltre 91% e una precisione di oltre 96% con il testo continuo. Il punteggio BLEU misura la somiglianza del testo tradotto automaticamente con un insieme di traduzioni di riferimento di alta qualit\u00e0.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Per le formule e le tabelle \u00e8 andato un po' peggio, con una precisione di poco superiore a 75%. \u00c8 comunque molto meglio di modelli concorrenti come GROBID, che riesce ad azzeccare solo il 11% delle volte.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ci sono milioni di pagine di ricerca che non sono indicizzabili o ricercabili perch\u00e9 possono essere lette efficacemente solo da esseri umani. Nougat cambia questa situazione consentendo di convertire in testo leggibile dalla macchina anche i PDF di ricerca scansionati male.<\/span><\/p>\n<p>Come per molti altri suoi nuovi strumenti, Meta ha reso questo strumento liberamente accessibile. <a href=\"https:\/\/github.com\/facebookresearch\/nougat\">disponibile su GitHub<\/a>. Tuttavia, potrebbe esserci un certo livello di interesse personale in questo sviluppo. Una volta che i vecchi documenti di ricerca sono leggibili dalla macchina, diventano disponibili per l'addestramento di altri modelli di intelligenza artificiale.<\/p>\n<p><span style=\"font-weight: 400;\">Sar\u00e0 interessante vedere quali gemme di ricerca a lungo perdute verranno riscoperte con Nougat.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Meta ha sviluppato un nuovo modello di intelligenza artificiale, chiamato Nougat, in grado di trasformare in modo affidabile i testi scientifici in testi leggibili dalla macchina. Se avete mai provato a leggere un documento di ricerca scientifica, iniziate a capire perch\u00e9 \u00e8 difficile elaborarlo elettronicamente. Gli attuali strumenti di riconoscimento ottico dei caratteri (OCR) analizzano il testo riga per riga. Questo va bene per i documenti puramente testuali, ma i documenti scientifici aggiungono un livello di complessit\u00e0 che questi strumenti standard non sono in grado di gestire.  I documenti scientifici includono simboli e formule matematiche e scientifiche che spesso vengono aggiunti come pedici o apici. Anche i migliori OCR hanno difficolt\u00e0 a catturarli correttamente.<\/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\/it\/2023\/08\/metas-nougat-makes-scientific-texts-machine-readable\/\" \/>\n<meta property=\"og:locale\" content=\"it_IT\" \/>\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\/it\/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=\"Scritto da\" \/>\n\t<meta name=\"twitter:data1\" 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