{"id":5727,"date":"2024-11-05T04:31:00","date_gmt":"2024-11-04T19:31:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5727"},"modified":"2024-11-05T04:31:00","modified_gmt":"2024-11-04T19:31:00","slug":"structrag-boosting-knowledge-intensive-reasoning-of-llms-via-inference-time-hybrid-information-structurization","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5727","title":{"rendered":"StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization\u00a0<\/strong>[94.3]<br>Retrieval-augmented Generation(RAG)\u306f\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u3092\u52b9\u679c\u7684\u306b\u5f37\u5316\u3059\u308b\u9375\u3068\u306a\u308b\u624b\u6bb5\u3067\u3042\u308b\u3002 \u672c\u7a3f\u3067\u306f,\u624b\u524d\u306e\u30bf\u30b9\u30af\u306b\u5bfe\u3057\u3066\u6700\u9069\u306a\u69cb\u9020\u578b\u3092\u8b58\u5225\u3057,\u5143\u306e\u6587\u66f8\u3092\u3053\u306e\u69cb\u9020\u5316\u5f62\u5f0f\u306b\u518d\u69cb\u6210\u3057,\u305d\u306e\u7d50\u679c\u306b\u57fa\u3065\u3044\u3066\u56de\u7b54\u3092\u63a8\u6e2c\u3059\u308bStructRAG\u3092\u63d0\u6848\u3059\u308b\u3002 \u5b9f\u9a13\u306e\u7d50\u679c\u3001StructRAG\u306f\u6700\u5148\u7aef\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5b9f\u73fe\u3057\u3001\u7279\u306b\u6311\u6226\u7684\u306a\u30b7\u30ca\u30ea\u30aa\u306b\u512a\u308c\u3066\u3044\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2410.08815v2\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2410.08815v2\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 25 Oct 2024 12:18:37 GMT)<\/li>\n\n\n\n<li>\u30bf\u30b9\u30af\u306b\u5fdc\u3058\u305f\u69cb\u9020\u5316\u3092\u884c\u3046\u3053\u3068\u306b\u3088\u308aRAG\u306e\u6027\u80fd\u3092\u6539\u5584\u3001GraphRAG\u3068\u6bd4\u3079\u3066\u3082\u512a\u308c\u305f\u6027\u80fd\u3067\u8a08\u7b97\u30b3\u30b9\u30c8\u3082\u4f4e\u3044\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/Li-Z-Q\/StructRAG\">GitHub &#8211; Li-Z-Q\/StructRAG: StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization<\/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-5727","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\/5727","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=5727"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5727\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5727"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5727"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5727"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}