{"id":758,"date":"2021-10-01T05:30:00","date_gmt":"2021-09-30T20:30:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=758"},"modified":"2021-10-01T05:30:00","modified_gmt":"2021-09-30T20:30:00","slug":"raftrealworld-annotated-few-shot-tasks-few-shot%e3%81%aa%e3%83%86%e3%82%ad%e3%82%b9%e3%83%88%e5%88%86%e9%a1%9e%e3%83%99%e3%83%b3%e3%83%81%e3%83%9e%e3%83%bc%e3%82%af","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=758","title":{"rendered":"RAFT(Realworld Annotated Few-shot Tasks): Few-shot\u306a\u30c6\u30ad\u30b9\u30c8\u5206\u985e\u30d9\u30f3\u30c1\u30de\u30fc\u30af"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>RAFT: A Real-World Few-Shot Text Classification Benchmark\u00a0<\/strong>[0.9]<br>RAFT\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306f\u81ea\u7136\u767a\u751f\u30bf\u30b9\u30af\u306b\u7126\u70b9\u3092\u5f53\u3066\u3001\u30c7\u30d7\u30ed\u30a4\u3092\u53cd\u6620\u3059\u308b\u8a55\u4fa1\u8a2d\u5b9a\u3092\u4f7f\u7528\u3059\u308b\u3002 \u4eba\u9593\u306e\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u306f\u3001\u4e00\u90e8\u306e\u5206\u985e\u30bf\u30b9\u30af\u304c\u5c02\u9580\u5bb6\u3067\u306a\u3044\u4eba\u9593\u306b\u3068\u3063\u3066\u96e3\u3057\u3044\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u308b\u3002 RAFT\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u30ea\u30fc\u30c0\u30fc\u30dc\u30fc\u30c9\u306f\u3001\u3069\u306e\u30e2\u30c7\u30eb\u306e\u6539\u5584\u304c\u73fe\u5b9f\u306e\u5229\u76ca\u3092\u3082\u305f\u3089\u3059\u304b\u3092\u8ffd\u8de1\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2109.14076v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2109.14076v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 28 Sep 2021 22:35:31 GMT)<ul><li>11\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304b\u3089\u306a\u308bFew-Shot\u7528\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3002\u30ea\u30a2\u30eb\u306a\u30c7\u30fc\u30bf\u306b\u30d5\u30a9\u30fc\u30ab\u30b9\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u7279\u5fb4\u7684\u3068\u306e\u3053\u3068\u3002\u73fe\u72b6\u306e\u30ea\u30fc\u30c0\u30fc\u30dc\u30fc\u30c9\u9996\u4f4d\u306fGPT-3\u3002\u4eba\u9593\uff08\u30af\u30e9\u30a6\u30c9\u30bd\u30fc\u30b7\u30f3\u30b0\uff09\u306e\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u3068\u306f\u5dee\u304c\u3042\u308b\u304c\u3001\u4eba\u9593\u3067\u3042\u3063\u3066\u3082\u5b8c\u74a7\u3068\u306f\u3044\u3048\u306a\u3044\u30b9\u30b3\u30a2\u3067\u3042\u308b\u3053\u3068\u3082\u8208\u5473\u6df1\u3044\u3002<ul><li>ADE Corpus V2 (ADE): \u3042\u308b\u6587\u304c\u85ac\u306e\u526f\u4f5c\u7528\u3068\u95a2\u9023\u3057\u3066\u3044\u308b\u304b\u3069\u3046\u304b<\/li><li>Banking77 (B77): \u30aa\u30f3\u30e9\u30a4\u30f3\u30d0\u30f3\u30ad\u30f3\u30b0\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30fc\u30d3\u30b9\u306e\u30af\u30a8\u30ea\u30fc\u306b\u5bfe\u3057\u306677\u306e\u30a4\u30f3\u30c6\u30f3\u30c8\u304c\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3055\u308c\u305f\u30c7\u30fc\u30bf<\/li><li>NeurIPS impact statement risks (NIS):  \u8ad6\u6587\u304c\u6709\u5bb3\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u8a00\u53ca\u3057\u3066\u3044\u308b\u304b<\/li><li>OneStopEnglish (OSE): The Guardian\u306e\u8a18\u4e8b\u3092\u30ec\u30d9\u30eb\u5225\u306b\u30ea\u30e9\u30a4\u30c8\u3057\u305f\u3082\u306e<\/li><li>Overruling (Over): \u904e\u53bb\u306e\u5224\u4f8b\u3092\u7121\u52b9\u5316\u3057\u3066\u3044\u308b\u304b\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3057\u305f\u30c7\u30fc\u30bf<\/li><li>Semiconductor org types (SOT): \u534a\u5c0e\u4f53\u306e\u5b66\u4f1a\u306b\u5bc4\u4e0e\u3057\u305f\u30c7\u30fc\u30bf\u3092\u5927\u5b66\u3001\u4f01\u696d\u3001\u7814\u7a76\u6a5f\u95a2\u306b\u5206\u985e\u3057\u305f\u30c7\u30fc\u30bf<\/li><li>Systematic review inclusion (SRI): \u6148\u5584\u56e3\u4f53\u3078\u306e\u5bc4\u4ed8\u3092\u5897\u3084\u3059\u305f\u3081\u306e\u7814\u7a76\u306e\u30e1\u30bf\u30ec\u30d3\u30e5\u30fc\u306e\u30c7\u30fc\u30bf\u3001\u8ad6\u6587\u304c\u5be9\u67fb\u3092\u901a\u904e\u3059\u308b\u304b\u5426\u304b<\/li><li>TAI safety research (TAI): \u8ad6\u6587\u304ctransformative arti\ufb01cial intelligence\u306e\u5b89\u5168\u6027\u7814\u7a76\u306b\u8a72\u5f53\u3059\u308b\u304b\u5426\u304b<\/li><li>Terms of Service (ToS): \u30b5\u30fc\u30d3\u30b9\u306e\u5229\u7528\u898f\u7d04\u304c\u6d88\u8cbb\u8005\u306b\u4e0d\u516c\u5e73\u304b\u5426\u304b<\/li><li>TweetEval Hate (TEH): \u30d8\u30a4\u30c8\u30b9\u30d4\u30fc\u30c1\u306e\u691c\u51fa\u30bf\u30b9\u30af<\/li><li>Twitter complaints (TC): tweet\u306b\u82e6\u60c5\u3092\u542b\u3080\u304b\u3092\u5224\u5225<\/li><\/ul><\/li><li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30b5\u30a4\u30c8\u306f<a href=\"https:\/\/raft.elicit.org\/\">https:\/\/raft.elicit.org\/<\/a><\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>RAFT: A Real-World Few-Shot Text Classification Benchmark\u00a0[0.9]RAFT\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306f\u81ea\u7136\u767a\u751f\u30bf\u30b9\u30af\u306b\u7126\u70b9\u3092\u5f53\u3066\u3001\u30c7\u30d7\u30ed\u30a4\u3092\u53cd\u6620\u3059\u308b\u8a55\u4fa1\u8a2d\u5b9a\u3092\u4f7f\u7528\u3059\u308b\u3002 \u4eba\u9593 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=758\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;RAFT(Realworld Annotated Few-shot Tasks): Few-shot\u306a\u30c6\u30ad\u30b9\u30c8\u5206\u985e\u30d9\u30f3\u30c1\u30de\u30fc\u30af&#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":[146,491,517],"class_list":["post-758","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-fewshot","tag-491","tag-517"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/758","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=758"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/758\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=758"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=758"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=758"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}