{"id":3432,"date":"2023-06-12T06:02:00","date_gmt":"2023-06-11T21:02:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3432"},"modified":"2023-06-12T06:02:00","modified_gmt":"2023-06-11T21:02:00","slug":"leveraging-large-language-models-for-topic-classification-in-the-domain-of-public-affairs","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3432","title":{"rendered":"Leveraging Large Language Models for Topic Classification in the Domain of Public Affairs"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Leveraging Large Language Models for Topic Classification in the Domain of Public Affairs\u00a0<\/strong>[65.9]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb (LLM) \u306f\u516c\u52d9\u54e1\u6587\u66f8\u306e\u5206\u6790\u3092\u5927\u5e45\u306b\u5f37\u5316\u3059\u308b\u53ef\u80fd\u6027\u3092\u79d8\u3081\u3066\u3044\u308b\u3002 LLM\u306f\u3001\u516c\u5171\u306e\u5206\u91ce\u306a\u3069\u3001\u30c9\u30e1\u30a4\u30f3\u56fa\u6709\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u51e6\u7406\u3059\u308b\u306e\u306b\u975e\u5e38\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2306.02864v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2306.02864v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 5 Jun 2023 13:35:01 GMT)<\/li>\n\n\n\n<li>\u516c\u5171\u306e\u6587\u66f8\u3092\u5206\u985e\u3059\u308b\u305f\u3081\u306bLLM\u3092\u4f7f\u3046\u3068\u3044\u3046\u5831\u544a\u3002\u306a\u306e\u3060\u304c\u4f7f\u308f\u308c\u3066\u3044\u308b\u306e\u304cRoBERTa\u7cfb\u306a\u306e\u3067\u3001\u3053\u308c\u3092LLM\u3068\u3044\u3063\u3066\u3088\u3044\u306e\u304b\u306f\u8b0e\u3002Prompt\u3084ICL\u3092\u4f7f\u3046\u6226\u7565\u3067\u3082\u306a\u304fPLM\u3092\u4f7f\u3063\u305f\u3068\u3044\u3046\u8868\u73fe\u306e\u65b9\u304c\u3057\u3063\u304f\u308a\u304f\u308b\u3002<\/li>\n\n\n\n<li>\u7d50\u8ad6\u3068\u3057\u3066SVM\u306e\u4f75\u7528\u304c\u6709\u52b9\u3068\u3057\u3066\u3044\u308b\u306e\u306f\u5b9f\u7528\u7684\u306b\u306f\u305d\u3046\u3060\u3088\u306d\u30fc\u3068\u601d\u3046<\/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":[223],"class_list":["post-3432","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3432","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=3432"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3432\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3432"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3432"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3432"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}