{"id":4948,"date":"2024-06-06T04:12:00","date_gmt":"2024-06-05T19:12:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4948"},"modified":"2024-06-06T04:12:00","modified_gmt":"2024-06-05T19:12:00","slug":"metrag-multi-layered-thoughts-enhanced-retrievalaugmented-generation-framework","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4948","title":{"rendered":"METRAG: Multi\u2013layEred Thoughts enhanced RetrievalAugmented Generation framework"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Similarity is Not All You Need: Endowing Retrieval Augmented Generation with Multi Layered Thoughts\u00a0<\/strong>[39.5]<br>\u6211\u3005\u306f\u3001\u985e\u4f3c\u6027\u306f\u5fc5\u305a\u3057\u3082\u30d1\u30ca\u30bb\u30a2\u3067\u306f\u306a\u304f\u3001\u985e\u4f3c\u6027\u306b\u5b8c\u5168\u306b\u4f9d\u5b58\u3059\u308b\u3053\u3068\u306f\u3001\u6642\u3068\u3057\u3066\u691c\u7d22\u62e1\u5f35\u751f\u6210\u306e\u6027\u80fd\u3092\u4f4e\u4e0b\u3055\u305b\u308b\u3067\u3042\u308d\u3046\u3068\u8ad6\u3058\u3066\u3044\u308b\u3002 \u6211\u3005\u306fMulti layEred ThoughtsEnhanced Retrieval Augmented Generation\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308bMetRag\u3092\u63d0\u6848\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2405.19893v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2405.19893v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 30 May 2024 09:50:38 GMT)<\/li>\n\n\n\n<li>\u305f\u3060\u306e\u985e\u4f3c\u691c\u7d22\u306b\u3088\u308bRAG\u3067\u306f\u306a\u304f\u3001\u985e\u4f3c\u691c\u7d22\uff0bsupervised\u306a\u5b66\u7fd2\u3092\u884c\u3063\u305f\u30e2\u30c7\u30eb\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u3055\u3089\u306b\u9069\u5fdc\u578b\u8981\u7d04\u3092\u4f7f\u3063\u3066RAG\u3092\u884c\u3046\u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u63d0\u6848<\/li>\n\n\n\n<li>\u975e\u5e38\u306b\u91cd\u305d\u3046\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u306f\u3042\u308b\u304c\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u306f\u4ed6\u624b\u6cd5\u306b\u6bd4\u3079\u3066\u512a\u308c\u305f\u7d50\u679c\u3092\u51fa\u3057\u3066\u3044\u308b<\/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-4948","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\/4948","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=4948"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4948\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4948"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4948"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4948"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}