{"id":5947,"date":"2024-12-23T03:35:00","date_gmt":"2024-12-22T18:35:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5947"},"modified":"2024-12-23T03:35:00","modified_gmt":"2024-12-22T18:35:00","slug":"retrollm-empowering-large-language-models-to-retrieve-fine-grained-evidence-within-generation","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5947","title":{"rendered":"RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation\u00a0<\/strong>[21.8]<br>RetroLLM\u306f\u3001\u691c\u7d22\u3068\u751f\u6210\u3092\u5358\u4e00\u306e\u51dd\u96c6\u30d7\u30ed\u30bb\u30b9\u306b\u7d71\u5408\u3059\u308b\u7d71\u5408\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308b\u3002 \u5236\u7d04\u4ed8\u304d\u30a8\u30d3\u30c7\u30f3\u30b9\u751f\u6210\u306e\u904e\u7a0b\u3067\u306e\u507d\u30d7\u30eb\u30fc\u30cb\u30f3\u30b0\u3092\u8efd\u6e1b\u3059\u308b\u305f\u3081\u306b,\u968e\u5c64\u7684FM-Index\u5236\u7d04\u3092\u5c0e\u5165\u3059\u308b\u3002 5\u3064\u306e\u30aa\u30fc\u30d7\u30f3\u30c9\u30e1\u30a4\u30f3QA\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5b9f\u9a13\u3067\u306f\u3001\u30c9\u30e1\u30a4\u30f3\u5185\u30bf\u30b9\u30af\u3068\u30c9\u30e1\u30a4\u30f3\u5916\u30bf\u30b9\u30af\u306e\u4e21\u65b9\u306b\u308f\u305f\u3063\u3066\u3001RetroLLM\u306e\u512a\u308c\u305f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u793a\u3055\u308c\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2412.11919v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2412.11919v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 16 Dec 2024 16:03:25 GMT)<\/li>\n\n\n\n<li>\u691c\u7d22\u3068\u751f\u6210\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u3064\u306a\u3050\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u63d0\u6848\u3001<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/sunnynexus\/RetroLLM\">GitHub &#8211; sunnynexus\/RetroLLM: RetroLLM: Empowering LLMs to Retrieve Fine-grained Evidence within Generation<\/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":[223,324],"class_list":["post-5947","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-rag"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5947","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=5947"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5947\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5947"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5947"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5947"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}