{"id":2133,"date":"2022-08-02T06:50:00","date_gmt":"2022-08-01T21:50:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=2133"},"modified":"2022-08-02T06:50:00","modified_gmt":"2022-08-01T21:50:00","slug":"measuring-causal-effects-of-data-statistics-on-language-models-factual-predictions","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=2133","title":{"rendered":"Measuring Causal Effects of Data Statistics on Language Model&#8217;s `Factual&#8217; Predictions"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Measuring Causal Effects of Data Statistics on Language Model&#8217;s `Factual&#8217; Predictions&nbsp;<\/strong>[59.3]<br>\u5927\u91cf\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u304c\u3001\u6700\u5148\u7aef\u306eNLP\u30e2\u30c7\u30eb\u306e\u9ad8\u6027\u80fd\u5316\u306e\u5927\u304d\u306a\u7406\u7531\u306e1\u3064\u3067\u3042\u308b\u3002 \u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u304c\u3069\u306e\u3088\u3046\u306b\u4e88\u6e2c\u306b\u5f71\u97ff\u3092\u53ca\u307c\u3059\u304b\u3092\u8a18\u8ff0\u3059\u308b\u305f\u3081\u306e\u8a00\u8a9e\u3092,\u56e0\u679c\u7684\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u901a\u3058\u3066\u63d0\u4f9b\u3059\u308b\u3002 \u6211\u3005\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u3001\u9ad8\u4fa1\u306a\u30e2\u30c7\u30eb\u306e\u518d\u8a13\u7df4\u306e\u5fc5\u8981\u6027\u3092\u56de\u907f\u3057\u3001\u89b3\u6e2c\u30c7\u30fc\u30bf\u306e\u307f\u306b\u57fa\u3065\u3044\u3066\u56e0\u679c\u52b9\u679c\u3092\u63a8\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2207.14251v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2207.14251v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Thu, 28 Jul 2022 17:36:24 GMT)<ul><li>\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u304a\u3044\u3066[MASK]\u306e\u4e2d\u3092\u5171\u8d77\u95a2\u4fc2\uff08\u76f8\u95a2\uff09\u3067\u4e88\u6e2c\u3057\u3066\u3044\u308b\u306e\u304b\u3001\u610f\u5473\u7684\u306a\u80cc\u666f\u304c\u3042\u3063\u3066\u4e88\u6e2c\u3057\u3066\u3044\u308b\u306e\u304b\u306f\u4e0d\u660e\u77ad\u3067\u3042\u308b\u3002\u56e0\u679c\u63a8\u8ad6\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u59a5\u5f53\u306b\u63a8\u6e2c\u304c\u3067\u304d\u3066\u3044\u308b\u306e\u78ba\u8a8d\u53ef\u80fd\u3068\u3044\u3046\u5831\u544a\u3002<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Measuring Causal Effects of Data Statistics on Language Model&#8217;s `Factual&#8217; Predictions&nbsp;[59.3]\u5927 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=2133\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;Measuring Causal Effects of Data Statistics on Language Model&#8217;s `Factual&#8217; Predictions&#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":[563,564,567],"class_list":["post-2133","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-563","tag-564","tag-567"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2133","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=2133"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2133\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2133"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2133"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2133"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}