{"id":8817,"date":"2024-01-03T12:07:10","date_gmt":"2024-01-03T12:07:10","guid":{"rendered":"https:\/\/dailyai.com\/?p=8817"},"modified":"2024-01-03T12:10:34","modified_gmt":"2024-01-03T12:10:34","slug":"llms-improve-when-assuming-gender-neutral-or-male-roles","status":"publish","type":"post","link":"https:\/\/dailyai.com\/it\/2024\/01\/llms-improve-when-assuming-gender-neutral-or-male-roles\/","title":{"rendered":"Le LLM migliorano quando assumono ruoli di genere neutro o maschile"},"content":{"rendered":"<p><strong>I ricercatori dell'Universit\u00e0 del Michigan hanno scoperto che chiedendo ai Large Language Models (LLM) di assumere ruoli maschili o neutri rispetto al genere si ottengono risposte migliori rispetto a quelle ottenute utilizzando ruoli femminili.<\/strong><\/p>\n<p>L'uso di suggerimenti di sistema \u00e8 molto efficace per migliorare le risposte ottenute dai LLM. Quando si dice a ChatGPT di agire come un \"assistente utile\", tende ad alzare il tiro. I ricercatori volevano scoprire quali fossero i ruoli sociali pi\u00f9 performanti e i loro risultati hanno evidenziato i problemi di parzialit\u00e0 dei modelli di intelligenza artificiale.<\/p>\n<p>Eseguire i loro esperimenti su ChatGPT sarebbe stato proibitivo dal punto di vista dei costi, quindi hanno utilizzato i modelli open-source FLAN-T5, <a href=\"https:\/\/dailyai.com\/it\/2023\/07\/meta-and-microsoft-release-advanced-ai-llama-2-for-free\/\">LLaMA 2<\/a>e OPT-IML.<\/p>\n<p>Per individuare i ruoli pi\u00f9 utili, hanno chiesto ai modelli di assumere diversi ruoli interpersonali, di rivolgersi a un pubblico specifico o di assumere diversi ruoli professionali.<\/p>\n<p>Ad esempio, si chiede al modello: \"Sei un avvocato\", \"Stai parlando con un padre\" o \"Stai parlando con la tua ragazza\".<\/p>\n<p>Hanno poi fatto rispondere i modelli a 2457 domande tratte dal dataset di riferimento Massive Multitask Language Understanding (MMLU) e hanno registrato l'accuratezza delle risposte.<\/p>\n<p>I risultati complessivi pubblicati in <a href=\"https:\/\/arxiv.org\/pdf\/2311.10054.pdf\" target=\"_blank\" rel=\"noopener\">la carta<\/a> hanno dimostrato che \"specificare un ruolo quando si richiede un prompt pu\u00f2 effettivamente migliorare le prestazioni dei LLM di almeno 20% rispetto al prompt di controllo, in cui non viene fornito alcun contesto\".<\/p>\n<p>Quando hanno segmentato i ruoli in base al sesso, \u00e8 emersa l'intrinseca parzialit\u00e0 dei modelli. In tutti i loro test, hanno riscontrato che i ruoli maschili o neutri rispetto al genere hanno ottenuto risultati migliori rispetto a quelli femminili.<\/p>\n<figure id=\"attachment_8818\" aria-describedby=\"caption-attachment-8818\" style=\"width: 1592px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-8818\" src=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Comparison-of-accuracy-of-response-by-gender-role.png\" alt=\"\" width=\"1592\" height=\"732\" srcset=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Comparison-of-accuracy-of-response-by-gender-role.png 1592w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Comparison-of-accuracy-of-response-by-gender-role-300x138.png 300w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Comparison-of-accuracy-of-response-by-gender-role-1024x471.png 1024w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Comparison-of-accuracy-of-response-by-gender-role-768x353.png 768w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Comparison-of-accuracy-of-response-by-gender-role-1536x706.png 1536w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Comparison-of-accuracy-of-response-by-gender-role-370x170.png 370w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Comparison-of-accuracy-of-response-by-gender-role-800x368.png 800w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Comparison-of-accuracy-of-response-by-gender-role-740x340.png 740w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Comparison-of-accuracy-of-response-by-gender-role-20x9.png 20w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Comparison-of-accuracy-of-response-by-gender-role-104x48.png 104w\" sizes=\"auto, (max-width: 1592px) 100vw, 1592px\" \/><figcaption id=\"caption-attachment-8818\" class=\"wp-caption-text\">Confronto dell'accuratezza delle risposte in base al ruolo di genere. Fonte: arXiv<\/figcaption><\/figure>\n<p>I ricercatori non hanno fornito una ragione conclusiva per la disparit\u00e0 di genere, ma ci\u00f2 potrebbe suggerire che le distorsioni nei set di dati di addestramento si rivelano nelle prestazioni dei modelli.<\/p>\n<p>Alcuni degli altri risultati ottenuti hanno sollevato tante domande quante risposte. Il prompt con una richiesta di pubblico ha ottenuto risultati migliori rispetto al prompt con un ruolo interpersonale. In altre parole, \"Stai parlando con un insegnante\" ha dato risposte pi\u00f9 accurate di \"Stai parlando con il tuo insegnante\".<\/p>\n<p>Alcuni ruoli hanno funzionato molto meglio in FLAN-T5 che in LLaMA 2. Chiedere a FLAN-T5 di assumere il ruolo di \"poliziotto\" ha dato ottimi risultati, ma meno in LLaMA 2. L'utilizzo dei ruoli di \"mentore\" o \"partner\" ha funzionato molto bene in entrambi.<\/p>\n<figure id=\"attachment_8819\" aria-describedby=\"caption-attachment-8819\" style=\"width: 974px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-8819 size-full\" src=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Best-performing-social-roles.png\" alt=\"\" width=\"974\" height=\"670\" srcset=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Best-performing-social-roles.png 974w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Best-performing-social-roles-300x206.png 300w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Best-performing-social-roles-768x528.png 768w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Best-performing-social-roles-370x255.png 370w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Best-performing-social-roles-800x550.png 800w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Best-performing-social-roles-740x509.png 740w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Best-performing-social-roles-20x14.png 20w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Best-performing-social-roles-70x48.png 70w\" sizes=\"auto, (max-width: 974px) 100vw, 974px\" \/><figcaption id=\"caption-attachment-8819\" class=\"wp-caption-text\">Ruoli sociali pi\u00f9 performanti per FLAN-T5 e LaMA 2. In rosso le opzioni pi\u00f9 performanti. Fonte: arXiv<\/figcaption><\/figure>\n<p>\u00c8 interessante notare che il ruolo di \"assistente utile\", che funziona cos\u00ec bene in ChatGPT, si colloca tra il 35\u00b0 e il 55\u00b0 posto nella classifica dei ruoli migliori.<\/p>\n<p>Perch\u00e9 queste sottili differenze fanno la differenza nell'accuratezza dei risultati? Non lo sappiamo, ma fanno la differenza. Il modo in cui si scrive il prompt e il contesto che si fornisce influenzano sicuramente i risultati che si otterranno.<\/p>\n<p>Speriamo che qualche ricercatore con crediti API da spendere possa replicare questa ricerca utilizzando ChatGPT. Sar\u00e0 interessante avere la conferma di quali ruoli funzionano meglio nei prompt del sistema per il GPT-4. Probabilmente i risultati saranno influenzati dal sesso, come in questa ricerca.<\/p>","protected":false},"excerpt":{"rendered":"<p>I ricercatori dell'Universit\u00e0 del Michigan hanno scoperto che, se si chiede ai Large Language Model (LLM) di assumere ruoli maschili o di genere neutro, si ottengono risposte migliori rispetto a quelle ottenute con ruoli femminili. L'uso di suggerimenti di sistema \u00e8 molto efficace per migliorare le risposte ottenute dagli LLM. Quando si dice a ChatGPT di agire come un \"assistente utile\", tende ad alzare il tiro. I ricercatori volevano scoprire quali fossero i ruoli sociali pi\u00f9 performanti e i loro risultati hanno messo in evidenza i problemi di parzialit\u00e0 dei modelli di intelligenza artificiale. Eseguire gli esperimenti su ChatGPT sarebbe stato proibitivo, quindi hanno utilizzato i modelli open-source FLAN-T5, LLaMA 2 e OPT-IML. Per trovare<\/p>","protected":false},"author":6,"featured_media":8820,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[118],"class_list":["post-8817","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-llms"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>LLMs improve when assuming gender-neutral or male roles | 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\/2024\/01\/llms-improve-when-assuming-gender-neutral-or-male-roles\/\" \/>\n<meta property=\"og:locale\" content=\"it_IT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"LLMs improve when assuming gender-neutral or male roles | DailyAI\" \/>\n<meta property=\"og:description\" content=\"Researchers from the University of Michigan found that prompting Large Language Models (LLM) to assume gender-neutral or male roles elicited better responses than when using female roles. Using system prompts is very effective in improving the responses you get from LLMs. When you tell ChatGPT to act as a \u201chelpful assistant\u201d it tends to up its game. The researchers wanted to discover which social roles performed best and their results pointed to ongoing issues with bias in AI models. Running their experiments on ChatGPT would have been cost-prohibitive so they used open-source models FLAN-T5, LLaMA 2, and OPT-IML. To find\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dailyai.com\/it\/2024\/01\/llms-improve-when-assuming-gender-neutral-or-male-roles\/\" \/>\n<meta property=\"og:site_name\" content=\"DailyAI\" \/>\n<meta property=\"article:published_time\" content=\"2024-01-03T12:07:10+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-01-03T12:10:34+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/gender-equality.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1000\" \/>\n\t<meta property=\"og:image:height\" content=\"667\" \/>\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 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