{"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\/nl\/2024\/01\/llms-improve-when-assuming-gender-neutral-or-male-roles\/","title":{"rendered":"LLM's verbeteren wanneer ze genderneutrale of mannelijke rollen aannemen"},"content":{"rendered":"<p><strong>Onderzoekers van de Universiteit van Michigan ontdekten dat het oproepen van grote taalmodellen (LLM) om genderneutrale of mannelijke rollen aan te nemen, betere reacties opleverde dan wanneer vrouwelijke rollen werden gebruikt.<\/strong><\/p>\n<p>Het gebruik van systeemprompts is zeer effectief bij het verbeteren van de reacties die je krijgt van LLM's. Als je tegen ChatGPT zegt dat hij zich moet gedragen als een \"behulpzame assistent\", is hij geneigd zijn best te doen. De onderzoekers wilden ontdekken welke sociale rollen het beste presteerden en hun resultaten wezen op aanhoudende problemen met vooroordelen in AI-modellen.<\/p>\n<p>Het uitvoeren van hun experimenten op ChatGPT zou onbetaalbaar zijn geweest, dus gebruikten ze open-source modellen FLAN-T5, <a href=\"https:\/\/dailyai.com\/nl\/2023\/07\/meta-and-microsoft-release-advanced-ai-llama-2-for-free\/\">LLaMA 2<\/a>en OPT-IML.<\/p>\n<p>Om erachter te komen welke rollen het meest hielpen, vroegen ze de modellen om verschillende interpersoonlijke rollen aan te nemen, een specifiek publiek aan te spreken of verschillende beroepsrollen aan te nemen.<\/p>\n<p>Ze vragen het model bijvoorbeeld: \"U bent advocaat\", \"U spreekt met een vader\" of \"U spreekt met uw vriendin\".<\/p>\n<p>Vervolgens lieten ze de modellen 2457 vragen beantwoorden uit de Massive Multitask Language Understanding (MMLU) benchmark dataset en registreerden ze de nauwkeurigheid van de antwoorden.<\/p>\n<p>De algemene resultaten gepubliceerd in <a href=\"https:\/\/arxiv.org\/pdf\/2311.10054.pdf\" target=\"_blank\" rel=\"noopener\">het papier<\/a> toonden aan dat \"het specificeren van een rol bij een prompt de prestaties van LLM's effectief kan verbeteren met ten minste 20% in vergelijking met de controleprompt, waarbij geen context wordt gegeven.\"<\/p>\n<p>Toen ze de rollen segmenteerden naar geslacht, kwam de inherente vooringenomenheid van de modellen aan het licht. In al hun tests vonden ze dat genderneutrale of mannelijke rollen beter presteerden dan vrouwelijke rollen.<\/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\">Vergelijking van de nauwkeurigheid van antwoorden per geslachtsrol. Bron: arXiv<\/figcaption><\/figure>\n<p>De onderzoekers gaven geen sluitende reden voor het verschil tussen mannen en vrouwen, maar het kan erop wijzen dat de vooroordelen in de trainingsdatasets tot uiting komen in de prestaties van de modellen.<\/p>\n<p>Sommige andere resultaten die ze behaalden riepen evenveel vragen op als antwoorden. Prompting met een publiek prompt leverde betere resultaten op dan prompting met een interpersoonlijke rol. Met andere woorden, \"Je praat met een leraar\" gaf meer accurate antwoorden dan \"Je praat met je leraar\".<\/p>\n<p>Bepaalde rollen werkten veel beter in FLAN-T5 dan in LLaMA 2. FLAN-T5 vragen om de rol van \"politieagent\" op zich te nemen leverde goede resultaten op, maar minder goed in LLaMA 2. Het gebruik van de rollen \"mentor\" of \"partner\" werkte in beide zeer goed.<\/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\">Best presterende sociale rollen voor FLAN-T5 en LLaMA 2. De best presterende opties in rood. Bron: arXiv<\/figcaption><\/figure>\n<p>Interessant genoeg viel de rol van \"behulpzame assistent\" die zo goed werkt in ChatGPT ergens tussen 35 en 55 op de lijst met beste rollen uit hun resultaten.<\/p>\n<p>Waarom maken deze subtiele verschillen een verschil in de nauwkeurigheid van de uitgangen? We weten het niet echt, maar ze maken wel een verschil. De manier waarop je de prompt schrijft en de context die je meegeeft, hebben zeker invloed op de resultaten die je krijgt.<\/p>\n<p>Laten we hopen dat onderzoekers met API-credits dit onderzoek kunnen repliceren met ChatGPT. Het zal interessant zijn om bevestiging te krijgen van welke rollen het beste werken in systeemprompts voor GPT-4. Het is waarschijnlijk een goede gok dat de resultaten scheef zullen zijn door het geslacht, net als in dit onderzoek.<\/p>","protected":false},"excerpt":{"rendered":"<p>Onderzoekers van de Universiteit van Michigan ontdekten dat het vragen van grote taalmodellen (LLM) om genderneutrale of mannelijke rollen aan te nemen betere reacties opleverde dan wanneer er vrouwelijke rollen werden gebruikt. Het gebruik van systeemaanwijzingen is zeer effectief om de reacties van LLM's te verbeteren. Als je tegen ChatGPT zegt dat hij zich moet gedragen als een \"behulpzame assistent\", is hij geneigd zijn best te doen. De onderzoekers wilden ontdekken welke sociale rollen het beste presteerden en hun resultaten wezen op aanhoudende problemen met vooroordelen in AI-modellen. Het uitvoeren van hun experimenten op ChatGPT zou onbetaalbaar zijn geweest, dus gebruikten ze open-source modellen FLAN-T5, LLaMA 2 en OPT-IML. Om<\/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\/nl\/2024\/01\/llms-improve-when-assuming-gender-neutral-or-male-roles\/\" \/>\n<meta property=\"og:locale\" content=\"nl_NL\" \/>\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\/nl\/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=\"Geschreven door\" \/>\n\t<meta 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