{"id":8200,"date":"2026-02-13T05:07:00","date_gmt":"2026-02-12T20:07:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=8200"},"modified":"2026-02-01T11:12:02","modified_gmt":"2026-02-01T02:12:02","slug":"llms-as-cultural-archives-cultural-commonsense-knowledge-graph-extraction","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=8200","title":{"rendered":"LLMs as Cultural Archives: Cultural Commonsense Knowledge Graph Extraction"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>LLMs as Cultural Archives: Cultural Commonsense Knowledge Graph Extraction\u00a0<\/strong>[57.2]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306f\u3001\u591a\u69d8\u306aWeb\u30b9\u30b1\u30fc\u30eb\u30c7\u30fc\u30bf\u304b\u3089\u5b66\u3093\u3060\u8c4a\u5bcc\u306a\u6587\u5316\u7684\u77e5\u8b58\u3092\u7b26\u53f7\u5316\u3059\u308b\u3002 \u6587\u5316\u5e38\u8b58\u77e5\u8b58\u30b0\u30e9\u30d5(CCKG)\u69cb\u7bc9\u306e\u305f\u3081\u306e\u53cd\u5fa9\u7684,\u5373\u6642\u7684\u67a0\u7d44\u307f\u3092\u63d0\u6848\u3059\u308b\u3002 \u5bfe\u8c61\u6587\u5316\u304c\u82f1\u8a9e\u3067\u306f\u306a\u3044\u5834\u5408\u3067\u3082\u3001\u6587\u5316\u77e5\u8b58\u30b0\u30e9\u30d5\u306f\u82f1\u8a9e\u3067\u3088\u308a\u3088\u304f\u8a8d\u8b58\u3055\u308c\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2601.17971v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2601.17971v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Sun, 25 Jan 2026 20:05:04 GMT)<\/li>\n\n\n\n<li>LLM\u304b\u3089\u6587\u5316\u7684\u306a\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3092\u5f15\u304d\u3060\u3059\u624b\u6cd5\u306e\u63d0\u6848\u3068\u691c\u8a3c\u3002\u300cHuman evaluations show that while native languages convey richer cultural depth, English outputs are generally more coherent and preferred. Empirically, augmenting LLMs with CCKG improves performance on cultural commonsense reasoning and story generation.\u300d\u3068\u3044\u3046\u306e\u306f\u7d0d\u5f97\u611f\u304c\u3042\u308a\u3064\u3064\u3001\u65e5\u672c\u8a9e\u306eLLM\u69cb\u7bc9\u306e\u91cd\u8981\u6027\u3092\u793a\u5506\u3057\u3066\u3044\u308b\u3088\u3046\u306a\u6c17\u3082\u3059\u308b\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/JuniorTonga\/Cultural_Commonsense_Knowledge_Graph\">GitHub &#8211; JuniorTonga\/Cultural_Commonsense_Knowledge_Graph: [EACL 2026 Main] Framework to construct a Cultural Commonsense Knowledge Graph( CCKG) that have geographical context.<\/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":[90,502],"class_list":["post-8200","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-culture","tag-502"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8200","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=8200"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8200\/revisions"}],"predecessor-version":[{"id":8201,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8200\/revisions\/8201"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8200"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8200"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8200"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}