{"id":6690,"date":"2025-05-13T04:09:00","date_gmt":"2025-05-12T19:09:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6690"},"modified":"2025-05-13T04:09:00","modified_gmt":"2025-05-12T19:09:00","slug":"anyprefer-an-agentic-framework-for-preference-data-synthesis","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6690","title":{"rendered":"Anyprefer: An Agentic Framework for Preference Data Synthesis"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Anyprefer: An Agentic Framework for Preference Data Synthesis\u00a0<\/strong>[62.4]<br>\u30bf\u30fc\u30b2\u30c3\u30c8\u30e2\u30c7\u30eb\u3092\u8abf\u6574\u3059\u308b\u305f\u3081\u306e\u9ad8\u54c1\u8cea\u306a\u55dc\u597d\u30c7\u30fc\u30bf\u3092\u5408\u6210\u3059\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308bAnyprefer\u3092\u63d0\u6848\u3059\u308b\u3002 \u5be9\u67fb\u54e1\u30e2\u30c7\u30eb\u306e\u5fdc\u7b54\u3092\u6b63\u78ba\u306b\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306b\u3001\u5916\u90e8\u30c4\u30fc\u30eb\u304c\u5c0e\u5165\u3055\u308c\u308b\u3002 \u5408\u6210\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306f\u300158K\u306e\u9ad8\u54c1\u8cea\u306a\u9078\u597d\u30da\u30a2\u304b\u3089\u306a\u308b\u65b0\u3057\u3044\u9078\u597d\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u3042\u308bAnyprefer-V1\u306b\u30b3\u30f3\u30d1\u30a4\u30eb\u3055\u308c\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2504.19276v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2504.19276v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Sun, 27 Apr 2025 15:21:59 GMT)<\/li>\n\n\n\n<li>\u300cTo address the challenges of synthesizing high-quality preference data, we propose an automatic framework called Anyprefer, which models the preference data synthesis process as a two-player cooperative Markov game.\u300d\u3068\u3044\u3046Agentic\u306a\u30c7\u30fc\u30bf\u5408\u6210\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u63d0\u6848\u3002<\/li>\n<\/ul>\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":[390],"class_list":["post-6690","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-synthetic-data"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6690","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=6690"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6690\/revisions"}],"predecessor-version":[{"id":6754,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6690\/revisions\/6754"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6690"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6690"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6690"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}