{"id":5697,"date":"2024-11-05T04:48:00","date_gmt":"2024-11-04T19:48:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5697"},"modified":"2024-11-05T04:48:00","modified_gmt":"2024-11-04T19:48:00","slug":"evaluating-cultural-and-social-awareness-of-llm-web-agents","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5697","title":{"rendered":"Evaluating Cultural and Social Awareness of LLM Web Agents"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Evaluating Cultural and Social Awareness of LLM Web Agents\u00a0<\/strong>[113.5]<br>CASA\u306f,\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u6587\u5316\u7684\u30fb\u793e\u4f1a\u7684\u898f\u7bc4\u306b\u5bfe\u3059\u308b\u611f\u53d7\u6027\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u3042\u308b\u3002 \u63d0\u6848\u624b\u6cd5\u306f,\u6a19\u6e96\u306b\u9055\u53cd\u3059\u308b\u30e6\u30fc\u30b6\u30af\u30a8\u30ea\u3084\u89b3\u5bdf\u3092\u691c\u77e5\u3057,\u9069\u5207\u306b\u5fdc\u7b54\u3059\u308bLLM\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u80fd\u529b\u3092\u8a55\u4fa1\u3059\u308b\u3002 \u5b9f\u9a13\u306b\u3088\u308a\u3001\u73fe\u5728\u306eLLM\u306f\u975e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u74b0\u5883\u3067\u5927\u5e45\u306b\u6027\u80fd\u304c\u5411\u4e0a\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2410.23252v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2410.23252v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 30 Oct 2024 17:35:44 GMT)<\/li>\n\n\n\n<li>\u300c(1) Can LLM agents detect and appropriately respond to user queries that violate cultural or social norms, such as searching for a wine gift in Iran, where it is culturally inappropriate?\u300d\u3068\u3044\u3046\u3088\u3046\u306a\u6587\u5316\u7684\u30fb\u793e\u4f1a\u7684\u306a\u9762\u3092\u8003\u616e\u53ef\u80fd\u304b\u3092\u6e2c\u308b\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306e\u63d0\u6848\u3068\u691c\u8a3c\u3002\u7d50\u679c\u306f\u300cSpecifically, LLMs perform considerably better in non-agent environments compared to web-based agent settings.\u300d\u3068\u3084\u3084\u9a5a\u304d\u3002<\/li>\n\n\n\n<li>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u8a2d\u8a08\u6642\u306e\u6ce8\u610f\u304c\u5fc5\u8981\u306a\u3053\u3068\u304c\u5206\u304b\u308b\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":[42,517,622],"class_list":["post-5697","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-autonomous-agent","tag-517","tag-622"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5697","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=5697"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5697\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5697"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5697"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5697"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}