{"id":6534,"date":"2025-04-09T05:17:00","date_gmt":"2025-04-08T20:17:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6534"},"modified":"2025-04-09T05:17:00","modified_gmt":"2025-04-08T20:17:00","slug":"self-routing-rag-binding-selective-retrieval-with-knowledge-verbalization","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6534","title":{"rendered":"Self-Routing RAG: Binding Selective Retrieval with Knowledge Verbalization"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Self-Routing RAG: Binding Selective Retrieval with Knowledge Verbalization\u00a0<\/strong>[97.7]<br>\u672c\u7a3f\u3067\u306f,\u9078\u629e\u7684\u691c\u7d22\u3068\u77e5\u8b58\u306e\u8a00\u8a9e\u5316\u3092\u7d50\u5408\u3059\u308b\u65b0\u3057\u3044\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308bSelf-Routing RAG(SR-RAG)\u3092\u63d0\u6848\u3059\u308b\u3002 SR-RAG\u306f\u3001LLM\u304c\u5916\u90e8\u691c\u7d22\u3068\u72ec\u81ea\u306e\u30d1\u30e9\u30e1\u30c8\u30ea\u30c3\u30af\u77e5\u8b58\u306e\u8a00\u8a9e\u5316\u3092\u52d5\u7684\u306b\u6c7a\u5b9a\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3002 \u8fd1\u63a5\u63a2\u7d22\u306b\u3088\u308b\u52d5\u7684\u77e5\u8b58\u6e90\u63a8\u5b9a\u3092\u5c0e\u5165\u3057,\u77e5\u8b58\u6e90\u6c7a\u5b9a\u306e\u7cbe\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2504.01018v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2504.01018v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 01 Apr 2025 17:59:30 GMT)<\/li>\n\n\n\n<li>\u300cSR-RAG enables an LLM to dynamically decide between external retrieval and verbalizing its own parametric knowledge.\u300d\u306e\u305f\u3081\u300cSR-RAG proposes a two-stage multi-task learning framework that jointly optimizes knowledge source selection, knowledge verbalization, and response generation.\u300d\u3068\u3044\u3046\u5b66\u7fd2\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u63d0\u6848\u3002\u52b9\u7387\u7684\u306a\u5bfe\u5fdc\u304c\u53ef\u80fd\u306b\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/xiaowu0162\/self-routing-rag\">GitHub &#8211; xiaowu0162\/self-routing-rag<\/a><\/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":[324],"class_list":["post-6534","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-rag"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6534","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=6534"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6534\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6534"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6534"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6534"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}