{"id":6495,"date":"2025-03-24T03:45:00","date_gmt":"2025-03-23T18:45:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6495"},"modified":"2025-03-24T03:45:00","modified_gmt":"2025-03-23T18:45:00","slug":"parameters-vs-context-fine-grained-control-of-knowledge-reliance-in-language-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6495","title":{"rendered":"Parameters vs. Context: Fine-Grained Control of Knowledge Reliance in Language Models\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Parameters vs. Context: Fine-Grained Control of Knowledge Reliance in Language Models\u00a0<\/strong>[39.7]<br>Retrieval-Augmented Generation (RAG)\u306f\u3001\u5916\u90e8\u77e5\u8b58\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306b\u304a\u3051\u308b\u5e7b\u899a\u3092\u7de9\u548c\u3059\u308b\u3002 \u30d1\u30e9\u30e1\u30c8\u30ea\u30c3\u30af\u77e5\u8b58\u3068\u691c\u7d22\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306e\u5bfe\u7acb\u306f\u3001RAG\u306b\u8ab2\u984c\u3092\u3082\u305f\u3089\u3059\u3002 \u30d1\u30e9\u30e1\u30c8\u30ea\u30c3\u30af\u304a\u3088\u3073\u6587\u8108\u77e5\u8b58\u3078\u306eRAG\u306e\u4f9d\u5b58\u5ea6\u3092\u5236\u5fa1\u3059\u308b\u305f\u3081\u306e\u30d7\u30e9\u30b0\u30a4\u30f3\u30fb\u30a2\u30f3\u30c9\u30fb\u30d7\u30ec\u30a4\u65b9\u5f0f\u3067\u3042\u308b*CK-PLUG*\u3092\u63d0\u6848\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2503.15888v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2503.15888v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 20 Mar 2025 06:26:28 GMT)<\/li>\n\n\n\n<li>LLM\u5185\u90e8\u306e\u77e5\u8b58\uff08arametric knowledge \uff09\u3068RAG\u306eRetirerver\u306a\u3069\u304b\u3089\u4e0e\u3048\u3089\u308c\u308b\u77e5\u8b58\uff08retrieved context\uff09\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u3068\u308b\u624b\u6cd5\u3001CK-PLUG (Controllable Knowledge Plug-in)\u306e\u63d0\u6848\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/byronBBL\/CK-PLUG\">GitHub &#8211; byronBBL\/CK-PLUG: Official repository of paper &#8220;Parameters vs. Context: Fine-Grained Control of Knowledge Reliance in Language Models&#8221;<\/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-6495","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\/6495","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=6495"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6495\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6495"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6495"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6495"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}