{"id":1505,"date":"2022-02-14T06:00:00","date_gmt":"2022-02-13T21:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=1505"},"modified":"2022-02-14T06:00:00","modified_gmt":"2022-02-13T21:00:00","slug":"topclus-plm%e3%82%92%e7%94%a8%e3%81%84%e3%81%9f%e3%83%88%e3%83%94%e3%83%83%e3%82%af%e3%82%af%e3%83%a9%e3%82%b9%e3%82%bf%e3%83%aa%e3%83%b3%e3%82%b0","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=1505","title":{"rendered":"TopClus: PLM\u3092\u7528\u3044\u305f\u30c8\u30d4\u30c3\u30af\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations\u00a0<\/strong>[35.7]<br>\u672c\u7814\u7a76\u3067\u306f, PLM \u57cb\u3081\u8fbc\u307f\u3092\u57fa\u76e4\u3068\u3057\u305f\u7a7a\u9593\u5b66\u7fd2\u3068\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u9023\u643a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u63d0\u6848\u3059\u308b\u3002 \u63d0\u6848\u30e2\u30c7\u30eb\u3067\u306f,\u30c8\u30d4\u30c3\u30af\u767a\u898b\u306e\u305f\u3081\u306bPLM\u304c\u3082\u305f\u3089\u3059\u5f37\u529b\u306a\u8868\u73fe\u529b\u3068\u8a00\u8a9e\u7684\u7279\u5fb4\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2202.04582v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2202.04582v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 9 Feb 2022 17:26:08 GMT)<ul><li>\u4e8b\u524d\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u7528\u3044\u3066\u6559\u5e2b\u7121\u3057\u3067\u30c8\u30d4\u30c3\u30af\u767a\u898b\u3092\u884c\u3046\u624b\u6cd5\u306e\u63d0\u6848\u3002LDA\u3001ETM\u3084BERTopic\u3092\u4e0a\u56de\u308b\u6027\u80fd\u3068\u306e\u3053\u3068\u3002<\/li><li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/yumeng5\/topclus\">GitHub &#8211; yumeng5\/TopClus: [WWW 2022] Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations<\/a><\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations\u00a0[35.7]\u672c\u7814\u7a76\u3067\u306f, PLM \u57cb\u3081\u8fbc\u307f &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=1505\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;TopClus: PLM\u3092\u7528\u3044\u305f\u30c8\u30d4\u30c3\u30af\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[407,567],"class_list":["post-1505","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-topic","tag-567"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1505","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=1505"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1505\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1505"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1505"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1505"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}