{"id":1835,"date":"2022-05-06T04:00:00","date_gmt":"2022-05-05T19:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=1835"},"modified":"2022-05-06T04:00:00","modified_gmt":"2022-05-05T19:00:00","slug":"diffcse","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=1835","title":{"rendered":"DiffCSE"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings\u00a0<\/strong>[51.3]<br>DiffCSE\u306f\u3001\u6587\u306e\u57cb\u3081\u8fbc\u307f\u3092\u5b66\u7fd2\u3059\u308b\u305f\u3081\u306e\u6559\u5e2b\u306a\u3057\u306e\u30b3\u30f3\u30c8\u30e9\u30b9\u30c8\u5b66\u7fd2\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308b\u3002 \u5b9f\u9a13\u306e\u7d50\u679c,\u6559\u5e2b\u306a\u3057\u6587\u8868\u73fe\u5b66\u7fd2\u6cd5\u3067\u306f,DiffCSE\u306f\u6700\u5148\u7aef\u306e\u7d50\u679c\u304c\u5f97\u3089\u308c\u308b\u3053\u3068\u304c\u308f\u304b\u3063\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2204.10298v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2204.10298v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 21 Apr 2022 17:32:01 GMT)<ul><li>MLM\u306e\u5b66\u7fd2\u3063\u307d\u304f\u5358\u8a9e\u304c\u30de\u30b9\u30af\u3055\u308c\u305f\u6587\u3068\u30aa\u30ea\u30b8\u30ca\u30eb\u30c7\u30fc\u30bf\u3068\u306e\u5dee\u7570\uff08\u7de8\u96c6\uff09\u306b\u6ce8\u76ee\u3059\u308b\u3053\u3068\u3067sentence embedding\u3092\u5b66\u7fd2\u3001STS(Semantic Textual Similarity)\u30bf\u30b9\u30af\u3067SimCSE\u3092\u4e0a\u56de\u308b\u512a\u308c\u305f\u6027\u80fd\u3092\u9054\u6210\u3068\u306e\u3053\u3068\u3002<\/li><li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/voidism\/diffcse\">GitHub &#8211; voidism\/DiffCSE: Code for the NAACL 2022 long paper &#8220;DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings&#8221;<\/a><\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings\u00a0[51.3]DiffCSE\u306f\u3001\u6587\u306e\u57cb\u3081\u8fbc\u307f\u3092\u5b66\u7fd2\u3059\u308b\u305f\u3081\u306e\u6559\u5e2b\u306a\u3057\u306e\u30b3\u30f3\u30c8\u30e9\u30b9 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=1835\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;DiffCSE&#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":[278,358],"class_list":["post-1835","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-nlp","tag-semantic-textual-similarity"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1835","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=1835"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1835\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1835"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1835"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1835"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}