{"id":6106,"date":"2025-01-28T04:24:00","date_gmt":"2025-01-27T19:24:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6106"},"modified":"2025-01-28T04:24:00","modified_gmt":"2025-01-27T19:24:00","slug":"pasa-an-llm-agent-for-comprehensive-academic-paper-search","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6106","title":{"rendered":"PaSa: An LLM Agent for Comprehensive Academic Paper Search\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>PaSa: An LLM Agent for Comprehensive Academic Paper Search\u00a0<\/strong>[9.7]<br>PaSa\u306f\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u5229\u7528\u3057\u305f\u9ad8\u5ea6\u306a\u8ad6\u6587\u691c\u7d22\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u3042\u308b\u3002 \u5408\u6210\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u3042\u308bAutoScholarQuery\u3092\u7528\u3044\u305f\u5f37\u5316\u5b66\u7fd2\u3092\u7528\u3044\u3066PaSa\u3092\u6700\u9069\u5316\u3059\u308b\u3002 \u5408\u6210\u30c7\u30fc\u30bf\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u3066\u3044\u308b\u306b\u3082\u95a2\u308f\u3089\u305a\u3001PaSa\u306fRealScholarQuery\u306e\u65e2\u5b58\u306e\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u3092\u5927\u5e45\u306b\u4e0a\u56de\u3063\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2501.10120v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2501.10120v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 17 Jan 2025 11:12:28 GMT)<\/li>\n\n\n\n<li>\u300cPaSa can autonomously make a series of decisions, including invoking search tools, reading papers, and selecting relevant references, to ultimately obtain comprehensive and accurate results for complex scholarly queries.\u300d\u3068\u3044\u3046\u8ad6\u6587\u60c5\u5831\u3092\u96c6\u3081\u3066\u304f\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3002<\/li>\n\n\n\n<li>\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3068\u3057\u3066AutoScholarQuery\u3092\u69cb\u7bc9\u3057\u3066\u3044\u308b\u70b9\u304c\u7279\u5fb4\u7684\u306a\u306e\u3068\u3001\u300cAlthough PaSa is trained solely on synthetic data, it achieves remarkable real-world performance.\u300d\u306f\u5c11\u3057\u9a5a\u304d\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":[42,390],"class_list":["post-6106","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-autonomous-agent","tag-synthetic-data"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6106","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=6106"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6106\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6106"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6106"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6106"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}