{"id":6817,"date":"2025-06-02T04:40:00","date_gmt":"2025-06-01T19:40:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6817"},"modified":"2025-05-25T09:41:59","modified_gmt":"2025-05-25T00:41:59","slug":"simpledeepsearcher-deep-information-seeking-via-web-powered-reasoning-trajectory-synthesis","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6817","title":{"rendered":"SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis\u00a0<\/strong>[90.0]<br>Retrieval-augmented Generation (RAG) \u30b7\u30b9\u30c6\u30e0\u306f\u8907\u96d1\u306a\u30c7\u30a3\u30fc\u30d7\u691c\u7d22\u30b7\u30ca\u30ea\u30aa\u306b\u304a\u3044\u3066\u9ad8\u5ea6\u306a\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u3092\u6301\u3064\u3002 \u65e2\u5b58\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u306f\u3001\u9ad8\u54c1\u8cea\u306a\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c8\u30e9\u30b8\u30a7\u30af\u30c8\u30ea\u304c\u6b20\u5982\u3057\u3001\u5206\u6563\u30df\u30b9\u30de\u30c3\u30c1\u306b\u82e6\u3057\u3080\u3001\u91cd\u8981\u306a\u5236\u9650\u306b\u76f4\u9762\u3057\u3066\u3044\u307e\u3059\u3002 \u672c\u7a3f\u3067\u306f,\u8907\u96d1\u306a\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30d1\u30e9\u30c0\u30a4\u30e0\u3067\u306f\u306a\u304f,\u6226\u7565\u7684\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306b\u3088\u308b\u30ae\u30e3\u30c3\u30d7\u3092\u57cb\u3081\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308bSimpleDeepSearcher\u3092\u7d39\u4ecb\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2505.16834v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2505.16834v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 22 May 2025 16:05:02 GMT)<\/li>\n\n\n\n<li>\u300cOur approach synthesizes high-quality training data by simulating realistic user interactions in live web search environments, coupled with a multi-criteria curation strategy that optimizes the diversity and quality of input and output side.\u300d\u3001\u5c0f\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u3067\u3082\u6539\u5584\u5e45\u304c\u5927\u304d\u3044\u3068\u306e\u3053\u3068\u3002<\/li>\n\n\n\n<li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30b5\u30a4\u30c8\u306f<a href=\"https:\/\/github.com\/RUCAIBox\/SimpleDeepSearcher\">GitHub &#8211; RUCAIBox\/SimpleDeepSearcher: SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis<\/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":[324,390],"class_list":["post-6817","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-rag","tag-synthetic-data"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6817","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=6817"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6817\/revisions"}],"predecessor-version":[{"id":6818,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6817\/revisions\/6818"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6817"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6817"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6817"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}