{"id":59614,"date":"2020-11-04T18:39:20","date_gmt":"2020-11-04T09:39:20","guid":{"rendered":"https:\/\/smilegate.ai\/?p=59614"},"modified":"2020-11-05T18:49:23","modified_gmt":"2020-11-05T09:49:23","slug":"multi-lingual-model","status":"publish","type":"post","link":"https:\/\/smilegate.ai\/cn\/2020\/11\/04\/multi-lingual-model\/","title":{"rendered":"\u4f7f\u7528\u6765\u81ea100\u591a\u4e2a\u56fd\u5bb6\/\u5730\u533a\u7684\u6570\u636e\u5bf9\u591a\u8bed\u8a00\u7ffb\u8bd1\u6a21\u578b\u548c\u8bed\u8a00\u6a21\u578b\u8fdb\u884c\u4e86\u57f9\u8bad"},"content":{"rendered":"

\u4e3a\u4e86\u5c06\u4ee5\u524d\u4e3b\u8981\u4ee5\u82f1\u8bed\u7814\u7a76\u7684\u8bed\u8a00\u6a21\u578b\u548c\u7ffb\u8bd1\u6a21\u578b\u6269\u5c55\u4e3a\u591a\u79cd\u8bed\u8a00\uff0c\u4eba\u4eec\u8fdb\u884c\u4e86\u8bb8\u591a\u5c1d\u8bd5\u3002\u8c37\u6b4c\u7684mT5\u662f\u4e00\u9879\u5c06\u73b0\u6709T5\uff08\u6587\u672c\u5230\u6587\u672c\u8f6c\u6362\u8f6c\u6362\u5668\uff09\u6269\u5c55\u5230\u591a\u8bed\u8a00\u8bed\u6599\u5e93\u7684\u7814\u7a76\uff0c\u5e76\u4e14\u5b83\u901a\u8fc7\u6536\u96c6\u5305\u62ec101\u79cd\u8bed\u8a00\u5728\u5185\u7684\u6570\u636e\u5e76\u8fdb\u884c\u5b66\u4e60\u6765\u5b9e\u73b0\u8de8\u8bed\u8a00\u4efb\u52a1\u7684\u6027\u80fd\u63d0\u5347\u3002\u5b83\u3002\u4e0d\u4ec5\u4ee3\u7801\uff0c\u800c\u4e14\u8bad\u7ec3\u811a\u672c\u548c\u8bad\u7ec3\u540e\u7684\u6a21\u578b\u4e5f\u4e0e\u516c\u5171github\u94fe\u63a5\u5171\u4eab\u3002<\/p>\n\n\n\n

<\/div>\n\n\n
<\/a>
\"\"<\/div><\/div>
google-research \/ multilingual-t5<\/div>
\u901a\u8fc7\u5728GitHub\u4e0a\u521b\u5efa\u4e00\u4e2a\u5e10\u6237\u6765\u4e3agoogle-research \/ multilingual-t5\u5f00\u53d1\u505a\u51fa\u8d21\u732e\u3002<\/div><\/div><\/div>\n\n\n
<\/div>\n\n\n\n

\u540c\u65f6\uff0cFacebook\u63a8\u51fa\u4e86M2M-100\uff0c\u8be5\u6280\u672f\u53ef\u5b9e\u73b0100\u79cd\u8bed\u8a00\u7684\u4e92\u8bd1\u3002\u7279\u522b\u662f\u5728\u73b0\u6709\u591a\u8bed\u8a00\u7ffb\u8bd1\u7684\u60c5\u51b5\u4e0b\uff0c\u901a\u5e38\u4f1a\u5148\u8fdb\u884c\u82f1\u8bed\u7ffb\u8bd1\uff0c\u4f46\u662f\u5bf9\u6b64\u8fdb\u884c\u4e86\u6539\u8fdb\uff0c\u53ef\u4ee5\u5728\u539f\u59cb\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u4e4b\u95f4\u8fdb\u884c\u76f4\u63a5\u7ffb\u8bd1\u3002\u4f8b\u5982\uff0c\u901a\u8fc7\u8fd9\u4e00\u8fc7\u7a0b\uff0c\u4ece\u4e2d\u6587\u7ffb\u8bd1\u5230\u6cd5\u8bed\u65f6\uff0c\u636e\u8bf4BLEU\u7684\u6539\u8fdb\u8d85\u8fc7\u4e8610\u5206\u3002\u4f5c\u4e3a\u53c2\u8003\uff0c\u636e\u8bf4\u5df2\u7ecf\u5b66\u4e60\u4e86M2M-100\u603b\u51712200\u79cd\u8bed\u8a00\u7ec4\u5408\u3002\u8fd9\u91cc\u662f\u6709\u5173\u6b64\u6587\u7ae0\u7684\u94fe\u63a5\u548cgithub\u7684\u94fe\u63a5\u3002<\/p>\n\n\n\n

<\/div>\n\n\n
<\/a>
\"\"<\/div><\/div>
\u63a8\u51fa\u9996\u4e2a\u65e0\u9700\u4f9d\u8d56\u82f1\u8bed\u5373\u53ef\u7ffb\u8bd1100\u79cd\u8bed\u8a00\u7684AI\u6a21\u578b-\u5173\u4e8eFacebook<\/div>
Facebook AI\u6b63\u5728\u63a8\u51faM2M-100\uff0c\u8fd9\u662f\u7b2c\u4e00\u4e2a\u53ef\u4ee5\u5728\u4e0d\u4f9d\u8d56\u82f1\u8bed\u6570\u636e\u7684\u60c5\u51b5\u4e0b\u5728\u4efb\u4f55100\u79cd\u8bed\u8a00\u4e4b\u95f4\u8fdb\u884c\u7ffb\u8bd1\u7684\u591a\u8bed\u8a00\u673a\u5668\u7ffb\u8bd1\u6a21\u578b\u3002<\/div><\/div><\/div>\n\n
<\/a>
\"\"<\/div><\/div>
pytorch \/ fairseq<\/div>
\u7528Python\u7f16\u5199\u7684Facebook AI Research Sequence-to-Sequence\u5de5\u5177\u5305\u3002 \u2013 Pytorch \/ fairseq<\/div><\/div><\/div>
<\/span><\/div>","protected":false},"excerpt":{"rendered":"

\uae30\uc874 \uc601\uc5b4 \uc704\uc8fc\ub85c \uc5f0\uad6c\ub418\ub358 \uc5b8\uc5b4 \ubaa8\ub378 \ubc0f \ubc88\uc5ed \ubaa8\ub378\uc744 \ub2e4\uad6d\uc5b4\ub85c \ud655\uc7a5\ud558\ub824\ub294 \uc2dc\ub3c4\uac00 \ub9ce\uc774 \uc774\ub8e8\uc5b4\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. Google\uc758 mT5\ub294 \uae30\uc874 T5 (text-to-text transfer transformer)\ub97c \ub2e4\uad6d\uc5b4 \ucf54\ud37c\uc2a4\ub85c \ud655\uc7a5\ud55c \uc5f0\uad6c\ub85c\uc11c, \ucd1d 101\uac1c\uad6d \uc5b8\uc5b4\ub97c \ud3ec\ud568\ud55c \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uace0, \uc774\ub97c \uc774\uc6a9\ud558\uc5ec \ud559\uc2b5\ud568\uc73c\ub85c\uc368 cross-lingual language task\uc5d0\uc11c \uc131\ub2a5 \uac1c\uc120\uc744 \uc774\ub8e8\uc5c8\uc2b5\ub2c8\ub2e4. \ucf54\ub4dc \ubfd0 \uc544\ub2c8\ub77c \ud559\uc2b5 \uc2a4\ud06c\ub9bd\ud2b8, \ud559\uc2b5\ub41c \ubaa8\ub378\uc774 \ud568\uaed8 \uacf5\uac1c\ub41c github \ub9c1\ud06c \uacf5\uc720\ud569\ub2c8\ub2e4. \ud55c\ud3b8, Facebook\uc5d0\uc11c\ub294…<\/p>\n

<\/span><\/div>","protected":false},"author":1,"featured_media":59615,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"rank_math_lock_modified_date":false,"footnotes":""},"categories":[18,196],"tags":[207,228,364,365],"class_list":["post-59614","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tech03","category-code","tag-facebook","tag-google","tag-translation","tag-language-model","category-18","category-196","description-off"],"_links":{"self":[{"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/posts\/59614","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/comments?post=59614"}],"version-history":[{"count":3,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/posts\/59614\/revisions"}],"predecessor-version":[{"id":59618,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/posts\/59614\/revisions\/59618"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/media\/59615"}],"wp:attachment":[{"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/media?parent=59614"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/categories?post=59614"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/tags?post=59614"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}