{"id":6247,"date":"2025-02-24T05:59:00","date_gmt":"2025-02-23T20:59:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6247"},"modified":"2025-02-24T05:59:00","modified_gmt":"2025-02-23T20:59:00","slug":"towards-trustworthy-retrieval-augmented-generation-for-large-language-models-a-survey","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6247","title":{"rendered":"Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A Survey"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A Survey\u00a0<\/strong>[92.4]<br>Retrieval-Augmented Generation (RAG)\u306f\u3001AIGC(AIGC)\u306e\u8ab2\u984c\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u9ad8\u5ea6\u306a\u6280\u8853\u3067\u3042\u308b\u3002 RAG\u306f\u4fe1\u983c\u6027\u3068\u6700\u65b0\u306e\u5916\u90e8\u77e5\u8b58\u3092\u63d0\u4f9b\u3057\u3001\u5e7b\u899a\u3092\u6e1b\u3089\u3057\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u3067\u95a2\u9023\u3059\u308b\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u4fdd\u8a3c\u3059\u308b\u3002 RAG\u306e\u6210\u529f\u3068\u53ef\u80fd\u6027\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u6700\u8fd1\u306e\u7814\u7a76\u306b\u3088\u308a\u3001RAG\u30d1\u30e9\u30c0\u30a4\u30e0\u306f\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u306e\u61f8\u5ff5\u3001\u6575\u5bfe\u7684\u653b\u6483\u3001\u8aac\u660e\u8cac\u4efb\u306e\u554f\u984c\u306a\u3069\u3001\u65b0\u305f\u306a\u30ea\u30b9\u30af\u3082\u3082\u305f\u3089\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2502.06872v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2502.06872v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Sat, 08 Feb 2025 06:50:47 GMT)<\/li>\n\n\n\n<li>RAG\u3001Trustworthy\u306e\u30b5\u30fc\u30d9\u30a4\u3002\u5b9f\u7528\u4e0a\u69d8\u3005\u306a\u8003\u616e\u70b9\u304c\u3042\u308b\u3068\u306f\u3044\u3048\u3001\u3053\u306e\u89b3\u70b9\u3067\u30b5\u30fc\u30d9\u30a4\u304c\u5fc5\u8981\u306a\u72b6\u6cc1\u306b\u82e5\u5e72\u9a5a\u304d\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/Arstanley\/Awesome-Trustworthy-Retrieval-Augmented-Generation\">GitHub &#8211; Arstanley\/Awesome-Trustworthy-Retrieval-Augmented-Generation<\/a>\u3001\u8ad6\u6587\u30ea\u30b9\u30c8\u304c\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u3002<\/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":[324,387,622],"class_list":["post-6247","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-rag","tag-survey","tag-622"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6247","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=6247"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6247\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6247"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6247"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6247"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}