{"id":7154,"date":"2023-11-06T20:00:52","date_gmt":"2023-11-06T20:00:52","guid":{"rendered":"https:\/\/dailyai.com\/?p=7154"},"modified":"2023-11-06T20:06:23","modified_gmt":"2023-11-06T20:06:23","slug":"new-chatgpt-detector-discerns-ai-written-academic-papers","status":"publish","type":"post","link":"https:\/\/dailyai.com\/it\/2023\/11\/new-chatgpt-detector-discerns-ai-written-academic-papers\/","title":{"rendered":"Un nuovo \"rilevatore di ChatGPT\" individua i documenti accademici scritti dall'intelligenza artificiale"},"content":{"rendered":"<p><b>Un nuovo modello di apprendimento automatico batte i modelli di rilevamento del testo dell'AI per i documenti nel campo della chimica.<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Lo studio, pubblicato in <\/span><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2666386423005015?via%3Dihub#abs0010\"><span style=\"font-weight: 400;\">Rapporti sulle cellule Scienze fisiche<\/span><\/a><span style=\"font-weight: 400;\">descrive un classificatore di testi AI che supera le prestazioni di altri due popolari sistemi di rilevamento AI, tra cui ZeroGPT.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Il modello esamina 20 caratteristiche stilistiche della scrittura, come la variazione della lunghezza delle frasi e l'uso specifico di parole e punteggiatura, per valutare se un pezzo \u00e8 stato composto da un accademico o da un ChatGPT.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">I ricercatori hanno addestrato il modello sulle introduzioni di 100 articoli pubblicati su dieci riviste di chimica dell'American Chemical Society (ACS). I ricercatori hanno poi chiesto a ChatGPT-3.5 di creare 200 introduzioni in uno stile coerente con le riviste ACS, fornendo i titoli per la met\u00e0 e gli abstract per l'altra met\u00e0.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Alla valutazione, il rilevatore ha identificato senza problemi il 100% delle introduzioni scritte da ChatGPT sulla base dei titoli. Analizzando le introduzioni generate dagli abstract, l'accuratezza si \u00e8 leggermente ridotta a 98%.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">L'efficienza del rilevatore \u00e8 risultata coerente anche con il testo del modello GPT-4. \u00c8 stato confrontato con ZeroGPT e con uno strumento di classificazione del testo di OpenAI, che hanno entrambi dimostrato tassi di accuratezza significativamente inferiori.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">La coautrice dello studio, Heather Desaire, chimica dell'Universit\u00e0 del Kansas a Lawrence, ha sottolineato l'unicit\u00e0 del loro strumento: \"La maggior parte del campo dell'analisi del testo vuole un rilevatore generale che funzioni su qualsiasi cosa. Noi abbiamo puntato sulla precisione realizzando uno strumento che si concentra su un particolare tipo di carta\".<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Sebbene lo strumento abbia dimostrato la sua forza in vari stili di riviste e richieste, \u00e8 altamente specializzato per gli articoli scientifici ed \u00e8 stato meno efficace con il materiale proveniente da giornali universitari.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Poich\u00e9 l'IA \u00e8 stata applicata solo alle introduzioni e agli abstract, non avrebbe funzionato efficacemente su un intero articolo.\u00a0<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Per saperne di pi\u00f9 sullo studio<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Viste le scarse prestazioni dei rilevatori di scrittura AI esistenti e le polemiche che stanno suscitando, qualsiasi modello con un tasso di accuratezza vicino a 00% \u00e8 davvero molto interessante.\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Questo rilevatore di testo AI \u00e8 stato progettato per articoli di riviste scientifiche, in particolare di chimica, e ha dimostrato una notevole accuratezza nel distinguere tra testo umano e testo generato dall'AI, compreso il testo GPT-4.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Il rilevatore, che utilizza un algoritmo di apprendimento automatico XGBoost basato su 20 caratteristiche testuali distinte, supera gli attuali strumenti di rilevamento dell'IA e mostra un tasso di precisione di 98%-100%.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Lo strumento ha identificato con successo il testo generato dall'IA in vari scenari di test, anche con richieste progettate per nascondere l'uso dell'IA, indicando la robustezza nei confronti di diversi stili e complessit\u00e0 di scrittura.\u00a0<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Tuttavia, con un set di dati di addestramento cos\u00ec piccolo, bisogna dire che questo approccio sembra vulnerabile all'overfitting, cio\u00e8 il modello potrebbe funzionare eccezionalmente bene per i dati utilizzati, ma mostrare prestazioni scarse al di fuori di essi.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Inoltre, potrebbe esserci un pregiudizio implicito nell'etichettare il testo come scritto da un essere umano in casi ambigui, dato che il rilevatore \u00e8 stato sviluppato per catturare il testo generato dall'intelligenza artificiale, dando eventualmente priorit\u00e0 ai falsi negativi rispetto ai falsi positivi.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Un nuovo modello di apprendimento automatico batte i modelli di rilevamento del testo dell'IA per i documenti nel campo della chimica. Lo studio, pubblicato su Cell Reports Physical Science, descrive un classificatore di testi AI che supera le prestazioni di altri due popolari sistemi di rilevamento AI, tra cui ZeroGPT. Il modello esamina 20 caratteristiche stilistiche della scrittura, come la variazione della lunghezza delle frasi e l'uso specifico di parole e punteggiatura, per valutare se un testo \u00e8 stato composto da un accademico o da ChatGPT.  I ricercatori hanno addestrato il modello sulle introduzioni di 100 articoli pubblicati su dieci riviste di chimica dell'American Chemical Society (ACS). I ricercatori hanno poi richiesto a ChatGPT-3.5<\/p>","protected":false},"author":2,"featured_media":7155,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[88],"tags":[115,469],"class_list":["post-7154","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ethics","tag-chatgpt","tag-text"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>New &#039;ChatGPT detector&#039; discerns AI-written academic papers | DailyAI<\/title>\n<meta name=\"description\" content=\"A new machine-learning model beats AI text detection models for papers in the field of chemistry.\" \/>\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\/11\/new-chatgpt-detector-discerns-ai-written-academic-papers\/\" \/>\n<meta property=\"og:locale\" content=\"it_IT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"New &#039;ChatGPT detector&#039; 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