{"id":8338,"date":"2026-05-19T18:16:33","date_gmt":"2026-05-19T10:16:33","guid":{"rendered":"https:\/\/infernews.com\/blog\/citevqa\/"},"modified":"2026-05-19T18:17:35","modified_gmt":"2026-05-19T10:17:35","slug":"citevqa","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/citevqa\/","title":{"rendered":"CiteVQA"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/05\/citevqa_example-c42c2e37f381.jpg\" alt=\"CiteVQA overview\" \/><\/figure>\n<p>\u505a\u6587\u4ef6\u554f\u7b54\u8a55\u6e2c\u6642\uff0c\u5f88\u591a\u5de5\u5177\u53ea\u7747\u6700\u5f8c\u7b54\u6848\u5571\u5514\u5571\uff0c\u4f46\u73fe\u5be6\u4e0a\uff0c\u5c24\u5176\u662f\u5408\u7d04\u3001\u8ca1\u52d9\u5831\u544a\u3001\u91ab\u7642\u6587\u4ef6\u5462\u985e\u9577\u7bc7 PDF\uff0c\u771f\u6b63\u91cd\u8981\u7684\u662f\u300c\u7b54\u6848\u4f86\u81ea\u908a\u4e00\u9801\u3001\u908a\u4e00\u6bb5\u3001\u908a\u500b\u5340\u584a\u300d\u3002CiteVQA \u91dd\u5c0d\u7684\u6b63\u6b63\u662f\u9019\u500b\u7f3a\u53e3\uff1a\u5b83\u4e0d\u53ea\u8981\u6c42\u7cfb\u7d71\u56de\u7b54\u554f\u984c\uff0c\u4ef2\u8981\u6307\u51fa\u652f\u6490\u7b54\u6848\u7684\u6587\u4ef6\u4f4d\u7f6e\uff0c\u800c\u4e14\u7d30\u5230\u5143\u7d20\u5c64\u7d1a\uff0c\u4f8b\u5982\u9801\u78bc\u540c\u5340\u57df\u6846\u9078\u3002\u5c0d\u60f3\u8a55\u4f30\u6587\u4ef6 AI \u662f\u5426\u53ef\u9760\u7684\u4eba\u4f86\u8b1b\uff0c\u9019\u6bd4\u55ae\u7d14\u6bd4\u62fc\u7b54\u984c\u5206\u6578\u5be6\u7528\u5f97\u591a\u3002<\/p>\n<p>\u5be6\u969b\u4f7f\u7528\u4e0a\uff0c\u9019\u500b\u5c08\u6848\u8f03\u9069\u5408\u4f5c\u70ba\u8a55\u6e2c\u57fa\u6e96\uff0c\u800c\u5514\u4fc2\u4e00\u822c\u7528\u5bb6\u5373\u958b\u5373\u7528\u7684\u804a\u5929\u5de5\u5177\u3002\u7814\u7a76\u5718\u968a\u3001\u7522\u54c1\u958b\u767c\u8005\u6216\u4f01\u696d\u5167\u90e8\u505a\u6587\u4ef6\u81ea\u52d5\u5316\u6e2c\u8a66\u6642\uff0c\u53ef\u4ee5\u5148\u53d6\u5f97\u8cc7\u6599\u96c6\uff0c\u518d\u7528\u81ea\u5df1\u7684\u591a\u6a21\u614b\u6a21\u578b\u8dd1\u63a8\u8ad6\uff0c\u4e4b\u5f8c\u4ea4\u7540\u8a55\u4f30\u7a0b\u5f0f\u6bd4\u5c0d\u7b54\u6848\u8207\u5f15\u7528\u4f4d\u7f6e\u662f\u5426\u540c\u6a23\u6b63\u78ba\u3002\u8cc7\u6599\u6db5\u84cb\u82f1\u6587\u8207\u4e2d\u6587\u6587\u4ef6\uff0c\u4f86\u81ea 711 \u4efd PDF\u3001\u5171 1,897 \u689d\u554f\u984c\uff0c\u5e73\u5747\u6bcf\u4efd\u6587\u4ef6\u8d85\u904e 40 \u9801\uff0c\u4ea6\u5206\u6210\u55ae\u4e00\u6587\u4ef6\u554f\u7b54\uff0c\u4ee5\u53ca\u8981\u5728\u591a\u4efd\u6587\u4ef6\u4e2d\u627e\u7b54\u6848\u7684\u60c5\u5883\uff0c\u96e3\u5ea6\u76f8\u7576\u8cbc\u8fd1\u771f\u5be6\u5de5\u4f5c\u6d41\u7a0b\u3002<\/p>\n<p>\u9019\u500b\u5c08\u6848\u6700\u503c\u5f97\u7559\u610f\u7684\u5730\u65b9\uff0c\u662f\u5b83\u628a\u300c\u7b54\u5c0d\u300d\u8207\u300c\u5f15\u5c0d\u8b49\u64da\u300d\u7d81\u57cb\u4e00\u9f4a\u8a08\u5206\u3002\u6838\u5fc3\u6307\u6a19 SAA \u53ea\u6709\u5728\u7b54\u6848\u6b63\u78ba\uff0c\u800c\u4e14\u5f15\u7528\u5340\u57df\u540c\u6a19\u6e96\u8b49\u64da\u5c0d\u5f97\u4e0a\u6642\u5148\u6703\u5f97\u5206\uff0c\u80fd\u66f4\u76f4\u63a5\u63ed\u793a\u6a21\u578b\u6709\u5187\u51fa\u73fe\u300c\u8b1b\u5f97\u4f3c\u4e4e\u5408\u7406\uff0c\u4f46\u5f15\u7528\u932f\u5730\u65b9\u300d\u7684\u60c5\u6cc1\u3002\u6839\u64da\u516c\u958b\u7d50\u679c\uff0c\u5373\u4f7f\u662f\u8868\u73fe\u8f03\u5f37\u7684\u6a21\u578b\uff0c\u7b54\u6848\u5206\u6578\u8207\u9019\u7a2e\u56b4\u683c\u5206\u6578\u4e4b\u9593\u4ecd\u6709\u660e\u986f\u5dee\u8ddd\uff0c\u53cd\u6620\u73fe\u6642\u4e0d\u5c11\u7cfb\u7d71\u5176\u5be6\u672a\u771f\u6b63\u505a\u5230\u53ef\u8ffd\u6eaf\u3002\u9019\u4e00\u9ede\u5c0d\u9ad8\u98a8\u96aa\u5834\u666f\u5c24\u5176\u91cd\u8981\uff0c\u56e0\u70ba\u7528\u6236\u8981\u7684\u4e0d\u53ea\u662f\u7d50\u8ad6\uff0c\u4ef2\u8981\u67e5\u5f97\u5230\u6839\u64da\u3002<\/p>\n<p>\u91cd\u9ede\u53ef\u7c21\u55ae\u6574\u7406\u6210\u4ee5\u4e0b\u5e7e\u9ede\uff1a<br \/>\n&#8211; <strong>\u4e0d\u53ea\u8a55\u5206\u7b54\u6848<\/strong>\uff0c\u4ea6\u6aa2\u67e5\u5f15\u7528\u8b49\u64da\u662f\u5426\u771f\u4fc2\u4f86\u81ea\u6b63\u78ba\u9801\u9762\u8207\u5340\u57df<br \/>\n&#8211; <strong>\u6587\u4ef6\u5920\u9577\u4ea6\u5920\u771f\u5be6<\/strong>\uff0c\u6db5\u84cb 7 \u500b\u5927\u985e\u9818\u57df\u300130 \u500b\u7d30\u5206\u985e\uff0c\u4e26\u652f\u63f4\u4e2d\u82f1\u6587<br \/>\n&#8211; <strong>\u5834\u666f\u8a2d\u8a08\u591a\u6a23<\/strong>\uff0c\u5305\u62ec\u55ae\u6587\u4ef6\u3001\u591a\u6587\u4ef6\u4f46\u53ea\u6709\u4e00\u4efd\u6b63\u78ba\u4f86\u6e90\uff0c\u4ee5\u53ca\u591a\u4efd\u4f86\u6e90\u90fd\u53ef\u80fd\u6210\u7acb<br \/>\n&#8211; <strong>\u9069\u5408\u6e2c\u8a66\u6587\u4ef6\u578b\u591a\u6a21\u614b\u6a21\u578b<\/strong>\uff0c\u7279\u5225\u4fc2\u8981\u8655\u7406 PDF \u7248\u9762\u3001\u5716\u6587\u6df7\u5408\u8207\u8de8\u9801\u641c\u5c0b\u7684\u7cfb\u7d71<br \/>\n&#8211; <strong>\u53ef\u7528\u4f86\u6bd4\u8f03\u6a21\u578b\u53ef\u9760\u5ea6<\/strong>\uff0c\u800c\u5514\u4fc2\u53ea\u6bd4\u8f03\u8ab0\u7684\u7b54\u6848\u6700\u4f3c\u6b63\u89e3<\/p>\n<p>\u5f9e\u6a21\u578b\u89c0\u5bdf\u89d2\u5ea6\u770b\uff0c\u9019\u500b\u57fa\u6e96\u4ea6\u63d0\u4f9b\u4e86\u4e0d\u932f\u7684\u53c3\u8003\u540d\u55ae\u3002\u516c\u958b\u7d50\u679c\u63d0\u5230\u7684\u76f8\u95dc\u6a21\u578b\u5305\u62ec Gemini-3.1-Pro-Preview\u3001Gemini-3-Flash-Preview\u3001GPT-5.4\u3001Gemini-2.5-Pro\u3001Seed2.0-Pro\u3001GPT-5.2\u3001Qwen3.6-Plus\u3001GLM-5V-Turbo\u3001Qwen3-VL-235B-A22B\u3001Gemma-4-31B\u3001Kimi-K2.5\u3001Qwen3.5-397B-A17B \u7b49\u3002\u7531\u9019\u4e9b\u7d50\u679c\u53ef\u898b\uff0c\u5c01\u9589\u6a21\u578b\u5728\u6574\u9ad4\u8868\u73fe\u4e0a\u66ab\u6642\u8f03\u9818\u5148\uff0c\u4f46\u958b\u6e90\u6a21\u578b\u540c\u6a23\u80fd\u4f5c\u70ba\u5c0d\u7167\u7d44\uff0c\u65b9\u4fbf\u5718\u968a\u7528\u7d71\u4e00\u65b9\u5f0f\u6e2c\u8a66\u81ea\u5bb6\u65b9\u6848\u3002\u5c0d\u8981\u5efa\u7acb\u6587\u4ef6\u5be9\u6838\u3001\u77e5\u8b58\u641c\u5c0b\u3001\u5831\u544a\u6838\u5c0d\u3001\u6cd5\u898f\u67e5\u8b49\u6d41\u7a0b\u7684\u4eba\u4f86\u8aaa\uff0cCiteVQA \u7684\u50f9\u503c\u4e0d\u5728\u65bc\u5e6b\u4f60\u76f4\u63a5\u7522\u751f\u7b54\u6848\uff0c\u800c\u5728\u65bc\u5e6b\u4f60\u5206\u8fa8\uff1a\u54ea\u500b\u6a21\u578b\uff0c\u624d\u771f\u4fc2\u503c\u5f97\u4fe1\u3002<\/p>\n<p><strong>GitHub\uff1a<\/strong> <a href=\"https:\/\/github.com\/opendatalab\/CiteVQA\" rel=\"noopener noreferrer\">https:\/\/github.com\/opendatalab\/CiteVQA<\/a><\/p>\n<p><strong>Paper\uff1a<\/strong> <a href=\"https:\/\/arxiv.org\/pdf\/2605.12882\" rel=\"noopener noreferrer\">https:\/\/arxiv.org\/pdf\/2605.12882<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u7b54\u5571\u554f\u984c\u672a\u5fc5\u4ee3\u8868\u53ef\u4fe1\u3002CiteVQA\u5c08\u9580\u6aa2\u67e5\u6a21\u578b\u6709\u5187\u5f15\u7528\u5230\u771f\u6b63\u8b49\u64da\u4f4d\u7f6e\u3002<\/p>\n","protected":false},"author":8,"featured_media":8337,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[133,116,189,200],"tags":[],"class_list":["post-8338","post","type-post","status-publish","format-standard","hentry","category-133","category-agentic","category-189","category-200"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8338","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\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=8338"}],"version-history":[{"count":1,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8338\/revisions"}],"predecessor-version":[{"id":8340,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8338\/revisions\/8340"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/8337"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=8338"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=8338"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=8338"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}