{"id":5667,"date":"2024-10-31T05:38:00","date_gmt":"2024-10-30T20:38:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5667"},"modified":"2024-10-31T05:38:00","modified_gmt":"2024-10-30T20:38:00","slug":"compo-community-preferences-for-language-model-personalization","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5667","title":{"rendered":"ComPO: Community Preferences for Language Model Personalization\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>ComPO: Community Preferences for Language Model Personalization\u00a0<\/strong>[122.5]<br>ComPO\u306f\u3001\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u304a\u3051\u308b\u597d\u307f\u306e\u6700\u9069\u5316\u3092\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3059\u308b\u624b\u6cd5\u3067\u3042\u308b\u3002 ComPRed\u306fReddit\u304b\u3089\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30ec\u30d9\u30eb\u306e\u597d\u307f\u3092\u6301\u3063\u305f\u8cea\u554f\u5fdc\u7b54\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2410.16027v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2410.16027v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 21 Oct 2024 14:02:40 GMT)<\/li>\n\n\n\n<li>\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092personalization\u3059\u308b\u624b\u6cd5COMPO\u306e\u63d0\u6848\u3002\u300cOur proposed community preference optimization incorporates subreddit-specific contexts into the model, tailoring outputs to align with the distinct norms and values of individual communities.\u300d\u3068\u3044\u3046\u30a2\u30d7\u30ed\u30fc\u30c1\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/allenai\/compred\">GitHub &#8211; allenai\/compred: Reddit Community Preferences<\/a><\/li>\n<\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[223,532],"class_list":["post-5667","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-532"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5667","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=5667"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5667\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5667"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5667"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5667"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}