{"id":2963,"date":"2024-06-02T02:46:37","date_gmt":"2024-06-01T18:46:37","guid":{"rendered":"https:\/\/infernews.com\/?p=2963"},"modified":"2024-06-02T03:06:56","modified_gmt":"2024-06-01T19:06:56","slug":"2405-15556-certifiably-robust-rag-against-retrieval-corruption","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/2405-15556-certifiably-robust-rag-against-retrieval-corruption\/","title":{"rendered":"[2405.15556] RobustRAG \u91dd\u5c0d\u6aa2\u7d22\u653b\u64ca\u7684\u7b2c\u4e00\u500b\u9632\u79a6\u6846\u67b6"},"content":{"rendered":"<div class=\"vlp-link-container vlp-layout-spotlight-clone wp-block-visual-link-preview-link\"><a href=\"https:\/\/arxiv.org\/abs\/2405.15556\" class=\"vlp-link\" title=\"RobustRAG \u63a1\u7528\u9694\u96e2\u7136\u5f8c\u805a\u5408\u7b56\u7565\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-main\"><span class=\"vlp-block-0 vlp-link-title\">RobustRAG \u63a1\u7528\u9694\u96e2\u7136\u5f8c\u805a\u5408\u7b56\u7565<\/span><div class=\"vlp-block-1 vlp-link-summary\">\u6aa2\u7d22\u589e\u5f37\u751f\u6210\uff08RAG\uff09\u5df2\u88ab\u8b49\u660e\u5bb9\u6613\u53d7\u5230\u6aa2\u7d22\u640d\u58de\u653b\u64ca\uff1a\u653b\u64ca\u8005\u53ef\u4ee5\u5c07\u60e1\u610f\u6bb5\u843d\u6ce8\u5165\u6aa2\u7d22\u7d50\u679c\u4ee5\u5f15\u767c\u4e0d\u6e96\u78ba\u7684\u56de\u61c9\u3002\u5c0d\u65bc\u67d0\u4e9b\u67e5\u8a62\uff0cRobustRAG \u59cb\u7d42\u53ef\u4ee5\u8fd4\u56de\u6e96\u78ba\u7684\u56de\u61c9\uff0c\u5373\u4f7f\u653b\u64ca\u8005\u5b8c\u5168\u4e86\u89e3\u6211\u5011\u7684\u9632\u79a6\u4e26\u53ef\u4ee5\u4efb\u610f\u6ce8\u5165\u5c11\u91cf\u60e1\u610f\u6bb5\u843d\u3002\u6211\u5011\u5728\u958b\u653e\u57df QA \u548c\u9577\u683c\u5f0f\u6587\u5b57\u7522\u751f\u8cc7\u6599\u96c6\u4e0a\u8a55\u4f30 RobustRAG\uff0c\u4e26\u8b49\u660e\u5176\u5728\u5404\u7a2e\u4efb\u52d9\u548c\u8cc7\u6599\u96c6\u4e0a\u7684\u6709\u6548\u6027\u548c\u901a\u7528\u6027\u3002\u6aa2\u7d22\u589e\u5f37\u751f\u6210\uff08RAG\uff09\u5df2\u88ab\u8b49\u660e\u5bb9\u6613\u53d7\u5230\u6aa2\u7d22\u640d\u58de\u653b\u64ca\uff1a\u653b\u64ca\u8005\u53ef\u4ee5\u5c07\u60e1\u610f\u6bb5\u843d\u6ce8\u5165\u6aa2\u7d22\u7d50\u679c\u4ee5\u5f15\u767c\u4e0d\u6e96\u78ba\u7684\u56de\u61c9\u3002<\/div><div class=\"vlp-block-2 vlp-link-image\"><img loading=\"lazy\" decoding=\"async\" style=\"max-width: 1024px;\" width=\"1024\" height=\"597\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2024\/06\/arxiv-logo-fb-1024x597.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2024\/06\/arxiv-logo-fb-1024x597.png 1024w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2024\/06\/arxiv-logo-fb-300x175.png 300w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2024\/06\/arxiv-logo-fb-768x448.png 768w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2024\/06\/arxiv-logo-fb-640x373.png 640w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2024\/06\/arxiv-logo-fb.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div><\/div><\/div>\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"googlesitekit_rrm_CAowvqSiDA:productID":"","footnotes":""},"categories":[38,23],"tags":[],"class_list":["post-2963","post","type-post","status-publish","format-standard","hentry","category-38","category-news"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/2963","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=2963"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/2963\/revisions"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=2963"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=2963"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=2963"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}