{"id":6092,"date":"2025-01-20T04:08:00","date_gmt":"2025-01-19T19:08:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6092"},"modified":"2025-01-20T04:08:00","modified_gmt":"2025-01-19T19:08:00","slug":"webwalker-benchmarking-llms-in-web-traversal","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6092","title":{"rendered":"WebWalker: Benchmarking LLMs in Web Traversal\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>WebWalker: Benchmarking LLMs in Web Traversal\u00a0<\/strong>[55.4]<br>WebWalkerQA\u306f,LLM\u304cWeb\u30c8\u30e9\u30d0\u30fc\u30b9\u3092\u5b9f\u73fe\u3059\u308b\u80fd\u529b\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u3042\u308b\u3002 \u672c\u7a3f\u3067\u306f,WebWalker\u3092\u63d0\u6848\u3059\u308b\u3002WebWalker\u306f,\u63a2\u7d22\u7684\u30fb\u6279\u5224\u7684\u30d1\u30e9\u30c0\u30a4\u30e0\u3092\u901a\u3058\u3066,\u4eba\u9593\u306e\u3088\u3046\u306aWeb\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u3092\u6a21\u5023\u3059\u308b\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2501.07572v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2501.07572v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 13 Jan 2025 18:58:07 GMT)<\/li>\n\n\n\n<li>\u300cIt evaluates the capacity of LLMs to traverse a website\u2019s subpages to extract high-quality data systematically.\u300d\u3068\u3044\u3046WEB\u30b5\u30a4\u30c8\u3092\u3081\u3050\u308a\u306a\u304c\u3089\u5fc5\u8981\u306a\u60c5\u5831\u3092\u3068\u308c\u308b\u304b\u5426\u304b\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30afWebWalkerQA\u3068\u305d\u308c\u3092\u89e3\u304f\u305f\u3081\u306e\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30afWebWalker\u306e\u63d0\u6848\u3002Agentic\u306a\u52d5\u4f5c\u3092\u884c\u3044\u3001\u304b\u3064\u3001GPT-4o\u306a\u3069\u5148\u7aef\u30e2\u30c7\u30eb\u3092\u4f7f\u3063\u3066\u3082\u89e3\u304f\u306e\u304c\u96e3\u3057\u3044\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u306a\u3063\u3066\u3044\u308b\u3002\uff08\u3084\u3084\u610f\u5916\uff09<\/li>\n\n\n\n<li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30b5\u30a4\u30c8\u306f<a href=\"https:\/\/alibaba-nlp.github.io\/WebWalker\/\">WebWalker<\/a>\u3001\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/Alibaba-NLP\/WebWalker\">GitHub &#8211; Alibaba-NLP\/WebWalker: \ud83c\udf10 WebWaker: Benchmarking LLMs in Web Traversal<\/a>\u3001<a href=\"https:\/\/huggingface.co\/spaces\/callanwu\/WebWalkerQALeaderboard\">WebWalkerQALeaderboard &#8211; a Hugging Face Space by callanwu<\/a>\u3082\u3042\u308b<\/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":[42,517],"class_list":["post-6092","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-autonomous-agent","tag-517"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6092","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=6092"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6092\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6092"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6092"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6092"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}