{"id":4529,"date":"2023-01-23T15:00:32","date_gmt":"2023-01-23T06:00:32","guid":{"rendered":"http:\/\/www-dsc.naist.jp\/dsc_naist\/?p=4529"},"modified":"2023-03-02T10:50:12","modified_gmt":"2023-03-02T01:50:12","slug":"1%e6%9c%88%e5%ad%a6%e5%86%85%e5%85%b1%e5%90%8c%e7%a0%94%e7%a9%b6%e4%bf%83%e9%80%b2%e3%83%88%e3%83%bc%e3%82%af-2","status":"publish","type":"post","link":"http:\/\/www-dsc.naist.jp\/dsc_naist\/1%e6%9c%88%e5%ad%a6%e5%86%85%e5%85%b1%e5%90%8c%e7%a0%94%e7%a9%b6%e4%bf%83%e9%80%b2%e3%83%88%e3%83%bc%e3%82%af-2\/","title":{"rendered":"1\u6708\u5b66\u5185\u5171\u540c\u7814\u7a76\u4fc3\u9032\u30c8\u30fc\u30af"},"content":{"rendered":"<p><span style=\"font-family: georgia, palatino, serif;\"><span style=\"font-size: 12pt;\">1\u6708\u306e\u5b66\u5185\u5171\u540c\u7814\u7a76\u4fc3\u9032\u30c8\u30fc\u30af\u306f\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u5b66\u7814\u7a76\u5ba4\u306e\u4e0a\u57a3\u5916 \u82f1\u525b\u5148\u751f\u306b\u3054\u8b1b\u6f14\u3044\u305f\u3060\u304d\u307e\u3057\u305f\u3002<\/span><\/span><\/p>\n<p><span style=\"font-family: georgia, palatino, serif;\">\u30bf\u30a4\u30c8\u30eb\u3068\u6982\u8981\u306f\u4ee5\u4e0b\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-family: georgia, palatino, serif; font-size: 12pt;\">==================== <\/span><\/p>\n<p>\u4e0a\u57a3\u5916 \u82f1\u525b\u00a0\u51c6\u6559\u6388 (\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u5b66\u7814\u7a76\u5ba4)<\/p>\n<p>TITLE: Recent Advances of Negative Sampling in Natural Language Processing<\/p>\n<p>Abstract:<\/p>\n<p>In natural language processing (NLP), models often learn a large number of labels, such as words and phrases. Therefore, loss based on negative sampling (NS) loss, which can approximately reduce the number of labels during training, plays an important role in reducing computational costs. In this presentation, I&#8217;ll introduce NS loss, used in various NLP tasks with other loss functions that play similar roles, and their recent applications.<\/p>\n<div class=\"block-list-appender wp-block\" tabindex=\"-1\" contenteditable=\"false\" data-block=\"true\">\n<div class=\"block-editor-default-block-appender\" data-root-client-id=\"\">\n<p class=\"block-editor-default-block-appender__content\" tabindex=\"0\" role=\"button\" aria-label=\"\u30c7\u30d5\u30a9\u30eb\u30c8\u30d6\u30ed\u30c3\u30af\u3092\u8ffd\u52a0\">\u00a0<\/p>\n<\/div>\n<\/div>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>1\u6708\u306e\u5b66\u5185\u5171\u540c\u7814\u7a76\u4fc3\u9032\u30c8\u30fc\u30af\u306f\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u5b66\u7814\u7a76\u5ba4\u306e\u4e0a\u57a3\u5916 \u82f1\u525b\u5148\u751f\u306b\u3054\u8b1b\u6f14\u3044\u305f\u3060\u304d\u307e\u3057\u305f\u3002 \u30bf\u30a4\u30c8\u30eb\u3068\u6982\u8981\u306f\u4ee5\u4e0b\u306b\u306a\u308a\u307e\u3059\u3002 ==================== \u4e0a\u57a3\u5916 \u82f1\u525b\u00a0\u51c6\u6559\u6388 (\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u5b66\u7814\u7a76\u5ba4)  [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_locale":"ja","_original_post":"http:\/\/www-dsc.naist.jp\/dsc_naist\/?p=4529","_links_to":"","_links_to_target":""},"categories":[3],"tags":[],"event_taxonomy":[15],"acf":[],"_links":{"self":[{"href":"http:\/\/www-dsc.naist.jp\/dsc_naist\/wp-json\/wp\/v2\/posts\/4529"}],"collection":[{"href":"http:\/\/www-dsc.naist.jp\/dsc_naist\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www-dsc.naist.jp\/dsc_naist\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www-dsc.naist.jp\/dsc_naist\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www-dsc.naist.jp\/dsc_naist\/wp-json\/wp\/v2\/comments?post=4529"}],"version-history":[{"count":2,"href":"http:\/\/www-dsc.naist.jp\/dsc_naist\/wp-json\/wp\/v2\/posts\/4529\/revisions"}],"predecessor-version":[{"id":4531,"href":"http:\/\/www-dsc.naist.jp\/dsc_naist\/wp-json\/wp\/v2\/posts\/4529\/revisions\/4531"}],"wp:attachment":[{"href":"http:\/\/www-dsc.naist.jp\/dsc_naist\/wp-json\/wp\/v2\/media?parent=4529"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www-dsc.naist.jp\/dsc_naist\/wp-json\/wp\/v2\/categories?post=4529"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www-dsc.naist.jp\/dsc_naist\/wp-json\/wp\/v2\/tags?post=4529"},{"taxonomy":"event_taxonomy","embeddable":true,"href":"http:\/\/www-dsc.naist.jp\/dsc_naist\/wp-json\/wp\/v2\/event_taxonomy?post=4529"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}