{"id":3803,"date":"2023-09-19T05:10:00","date_gmt":"2023-09-18T20:10:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3803"},"modified":"2023-09-19T05:10:00","modified_gmt":"2023-09-18T20:10:00","slug":"rgb-retrieval-augmented-generation-benchmark","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3803","title":{"rendered":"RGB: \u00a0Retrieval-Augmented Generation Benchmark"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Benchmarking Large Language Models in Retrieval-Augmented Generation\u00a0<\/strong>[53.5]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u5bfe\u3059\u308b\u691c\u7d22\u62e1\u5f35\u751f\u6210\u306e\u5f71\u97ff\u3092\u7cfb\u7d71\u7684\u306b\u691c\u8a0e\u3059\u308b\u3002 \u6211\u3005\u306f\u3001RAG\u306b\u5fc5\u8981\u306a4\u3064\u306e\u57fa\u672c\u80fd\u529b\u3067\u3001\u7570\u306a\u308b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u3092\u89e3\u6790\u3059\u308b\u3002 RGB(Retrieval-Augmented Generation Benchmark)\u306f\u3001\u82f1\u8a9e\u3068\u4e2d\u56fd\u8a9e\u306e\u4e21\u65b9\u3067RAG\u8a55\u4fa1\u3092\u884c\u3046\u305f\u3081\u306e\u65b0\u3057\u3044\u30b3\u30fc\u30d1\u30b9\u3067\u3042\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2309.01431v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2309.01431v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 4 Sep 2023 08:28:44 GMT)<\/li>\n\n\n\n<li>LLM\u6d3b\u7528\u306b\u6b20\u304b\u305b\u306a\u3044RAG\u80fd\u529b\u3092noise robustness, negative rejection, information integration,  counterfactual robustness\u3068\u6574\u7406\u3001\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3092\u69cb\u7bc9\u3002\u82f1\u8a9e\u3068\u4e2d\u56fd\u8a9e\u304c\u5bfe\u8c61\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/chen700564\/RGB\">GitHub &#8211; chen700564\/RGB<\/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":[324,517],"class_list":["post-3803","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-rag","tag-517"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3803","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=3803"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3803\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3803"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3803"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3803"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}