{"id":333,"date":"2016-05-15T03:51:31","date_gmt":"2016-05-15T03:51:31","guid":{"rendered":"http:\/\/blogs.softwareclue.com\/?p=333"},"modified":"2016-05-15T03:51:31","modified_gmt":"2016-05-15T03:51:31","slug":"%e3%80%90%e9%87%8d%e7%a3%85%e3%80%91google%e5%bc%80%e6%ba%90%e5%85%a8%e7%90%83%e6%9c%80%e7%b2%be%e5%87%86%e8%87%aa%e7%84%b6%e8%af%ad%e8%a8%80%e8%a7%a3%e6%9e%90%e5%99%a8syntaxnet","status":"publish","type":"post","link":"http:\/\/blog.softwareclues.com\/zh\/%e3%80%90%e9%87%8d%e7%a3%85%e3%80%91google%e5%bc%80%e6%ba%90%e5%85%a8%e7%90%83%e6%9c%80%e7%b2%be%e5%87%86%e8%87%aa%e7%84%b6%e8%af%ad%e8%a8%80%e8%a7%a3%e6%9e%90%e5%99%a8syntaxnet","title":{"rendered":"\u3010\u91cd\u78c5\u3011Google\u5f00\u6e90\u5168\u7403\u6700\u7cbe\u51c6\u81ea\u7136\u8bed\u8a00\u89e3\u6790\u5668SyntaxNet"},"content":{"rendered":"

\u6765\u6e90\uff1aGoogle Research<\/strong><\/p>\n

\u7f16\u8bd1\uff1a\u80e1\u7965\u6770 \u00a0\u6731\u7115<\/strong><\/p>\n

 <\/p>\n

\u3010\u65b0\u667a\u5143\u5bfc\u8bfb\u3011<\/strong>Google Research\u4eca\u5929\u5ba3\u5e03\uff0c\u4e16\u754c\u51c6\u786e\u5ea6\u6700\u9ad8\u7684\u81ea\u7136\u8bed\u8a00\u89e3\u6790\u5668SyntaxNet\u5f00\u6e90\u3002\u8c37\u6b4c\u5f00\u6e90\u518d\u8fdb\u4e00\u6b65\u3002\u636e\u4ecb\u7ecd\uff0c\u8c37\u6b4c\u5728\u8be5\u5e73\u53f0\u4e0a\u8bad\u7ec3\u7684\u6a21\u578b\u7684\u8bed\u8a00\u7406\u89e3\u51c6\u786e\u7387\u8d85\u8fc790%\u3002\u8fd1\u65e5\uff0c\u4f17\u591a\u79d1\u6280\u5de8\u5934\u4eba\u5de5\u667a\u80fd\u76f8\u5173\u5e73\u53f0\u5f00\u6e90\u6b65\u4f10\u660e\u663e\u52a0\u5feb\uff1a\u8c37\u6b4c\u548cFacebook\u4e00\u76f4\u5728\u9886\u8dd1\uff0c\u9a6c\u65af\u514b\u7684OpenAI\u6b32\u6253\u9020\u4e00\u4e2a\u5b8c\u5168\u516c\u5f00\u7684AI\u6a21\u578b\u8bad\u7ec3\u8425\uff0c\u5c31\u8fde\u4e00\u76f4\u88ab\u6279\u8bc4\u201c\u4fdd\u5b88\u201d\u7684\u4e9a\u9a6c\u900a\u4e5f\u5728\u5c1d\u8bd5\u5f00\u6e90\u3002\u8fd9\u4e00\u80a1\u5f00\u6e90\u70ed\u6f6e\u80cc\u540e\uff0c\u662f\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u8005\u7684\u798f\u5229\uff0c\u4f46\u540c\u65f6\u4e5f\u662f\u4e00\u573a\u6fc0\u70c8\u7684\u6570\u636e\u548c\u5e73\u53f0\u4e89\u593a\u6218\u3002<\/p>\n

Google\u73af\u5883\u8ba1\u7b97\uff08 Ambient \u00a0computing\uff09 \u67b6\u6784\u5e08Yonatan Zunger\u8bf4\uff1a\u4e8b\u5b9e\u4e0a\uff0c\u8bed\u8a00\u7406\u89e3\u88ab\u6211\u4eec\u8ba4\u4e3a\u662f\u201cAI\u7684\u7ec8\u6781\u4efb\u52a1\u201d\uff0c\u8981\u89e3\u51b3\u8fd9\u4e00\u96be\u9898\uff0c\u524d\u63d0\u662f\u8981\u80fd\u89e3\u51b3\u5168\u90e8\u4eba\u7c7b\u6c34\u5e73\u4eba\u5de5\u667a\u80fd\u7684\u95ee\u9898\u3002<\/p>\n

\u673a \u5668\u5bf9\u8bed\u8a00\u7684\u7406\u89e3\u8fc7\u7a0b\uff0c\u53ef\u4ee5\u5206\u4e3a\u51e0\u4e2a\u6b65\u9aa4\uff0c\u5176\u4e2d\u5f88\u591a\u7684\u4e0d\u786e\u5b9a\u6027\u662f\u9010\u6e10\u660e\u6670\u7684\uff08\u8bed\u97f3\u8bc6\u522b\u7684\u4e0d\u786e\u5b9a\u6027\u66f4\u591a\uff0c\u56e0\u4e3a\u8fd8\u8981\u89e3\u51b3\u4ece\u58f0\u97f3\u5230\u8bcd\u7684\u8f6c\u6362\uff09\u3002\u7b2c\u4e00\u6b65\u662f\u8981\u628a\u8bcd\u5206 \u5f00\uff0c\u653e\u5230\u4f9d\u5b58\u6811\u4e0a\uff0c\u770b\u54ea\u4e00\u4e2a\u8bcd\u662f\u52a8\u8bcd\uff0c\u5bf9\u540d\u8bcd\u6709\u54ea\u4e9b\u5f71\u54cd\u7b49\u7b49\u3002\u968f\u540e\uff0c\u8981\u7406\u89e3\u6bcf\u4e00\u4e2a\u540d\u5b57\u7684\u542b\u4e49\u3002\u518d\u6b21\uff0c\u518d\u52a0\u5165\u8bb8\u591a\u5148\u9a8c\u77e5\u8bc6\uff0c\u5373\u5bf9\u8fd9\u4e2a\u4e16\u754c\u7684\u7406\u89e3\uff0c\u56e0\u4e3a\u5f88\u591a\u53e5 \u5b50\u53ea\u6709\u4f7f\u7528\u4e86\u8fd9\u4e9b\u4fe1\u606f\u624d\u80fd\u771f\u6b63\u7406\u89e3\u3002\u5982\u679c\u8db3\u591f\u5e78\u8fd0\u7684\u8bdd\uff0c\u5230\u8fd9\u5c31\u80fd\u5f97\u5230\u6e05\u6670\u7684\u7406\u89e3\u4e86\u3002<\/p>\n

\u8c37\u6b4c\u8d44\u6df1\u7814\u7a76\u79d1\u5b66\u5bb6Slav Petrov\u5728Google Research\u7684\u535a\u5ba2\u4e0a\u5199\u5230\uff1a\u5728\u8c37\u6b4c\uff0c\u6211\u4eec\u82b1\u8d39\u4e86\u5927\u91cf\u7684\u65f6\u95f4\u5728\u601d\u8003\uff0c\u8ba1\u7b97\u673a\u7cfb\u7edf\u5982\u4f55\u624d\u80fd\u9605\u8bfb\u548c\u7406\u89e3\u4eba\u7c7b\u8bed\u8a00\uff0c\u4ee5\u4e00\u79cd\u66f4\u52a0\u667a\u80fd\u7684\u65b9\u5f0f\u5904\u7406\u8fd9\u4e9b\u8bed\u8a00\uff1f\u4eca\u5929\uff0c\u6211\u4eec\u6fc0\u52a8\u5730\u8ddf\u5927\u5bb6\u5206\u4eab\u6211\u4eec\u7684\u7814\u7a76\uff0c\u5411\u66f4\u5e7f\u9614\u7684\u4eba\u7fa4\u53d1\u5e03SyntaxNet\u3002\u8fd9\u662f\u4e00\u4e2a\u5728TensoFlow\u4e2d\u8fd0\u884c\u7684\u5f00\u6e90\u795e\u7ecf\u7f51\u7edc\u6846\u67b6\uff0c\u63d0\u4f9b\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u7cfb\u7edf\u57fa\u7840\u3002\u6211\u4eec\u6240\u516c\u5f00\u7684\u5305\u542b\u4e86\u6240\u6709\u7528\u4f60\u81ea\u5df1\u7684\u6570\u636e\u8bad\u7ec3\u65b0\u7684SyntaxNet\u6a21\u578b\u6240\u9700\u8981\u7684\u4ee3\u7801\uff0c\u4ee5\u53caPaesey \u00a0McParseface\u2014\u2014\u6211\u4eec\u5df2\u7ecf\u8bad\u7ec3\u597d\u7684\uff0c\u53ef\u7528\u4e8e\u5206\u6790\u82f1\u8bed\u6587\u672c\u7684\u6a21\u578b\u3002<\/p>\n

Paesey \u00a0McParseface \u5efa\u7acb\u4e8e\u5f3a\u5927\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u53ef\u4ee5\u5b66\u4f1a\u5206\u6790\u53e5\u5b50\u7684\u8bed\u8a00\u7ed3\u6784\uff0c\u80fd\u89e3\u91ca\u7279\u5b9a\u53e5\u5b50\u4e2d\u6bcf\u4e00\u4e2a\u8bcd\u7684\u529f\u80fd\u3002\u6b64\u7c7b\u6a21\u578b\u4e2d\uff0cPaesey \u00a0McParseface\u662f\u4e16\u754c\u4e0a\u6700\u7cbe\u786e\u7684\uff0c\u6211\u4eec\u5e0c\u671b\u4ed6\u80fd\u5e2e\u52a9\u5bf9\u81ea\u52a8\u63d0\u53d6\u4fe1\u606f\u3001\u7ffb\u8bd1\u548c\u5176\u5b83\u81ea\u7136\u8bed\u8a00\u7406\u89e3\uff08NLU\uff09\u4e2d\u7684\u5e94\u7528\u611f\u5174\u8da3\u7684\u7814\u7a76\u8005\u548c\u5f00\u653e\u8005\u3002<\/p>\n

\n
\n
SyntaxNet\u662f\u600e\u4e48\u5de5\u4f5c\u7684\uff1f<\/strong><\/section>\n<\/section>\n<\/section>\n

SyntaxNet\u662f\u4e00\u4e2a\u6846\u67b6\uff0c\u5373\u5b66\u672f\u5708\u6240\u6307\u7684SyntacticParser\uff0c\u4ed6\u662f\u8bb8\u591aNLU\u7cfb\u7edf\u4e2d\u7684\u5173\u952e\u7ec4\u4ef6\u3002\u5728\u8fd9\u4e2a\u7cfb\u7edf\u4e2d\u8f93\u5165\u4e00\u4e2a\u53e5\u5b50\uff0c\u4ed6\u4f1a\u81ea\u52a8\u7ed9\u53e5\u5b50\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5355\u8bcd\u6253\u4e0aPOS\uff08part-of-Speech\uff09\u6807\u7b7e\uff0c\u7528\u6765\u63cf\u8ff0\u8fd9\u4e9b\u8bcd\u7684\u53e5\u6cd5\u529f\u80fd\uff0c\u5e76\u5728\u4f9d\u5b58\u53e5\u6cd5\u6811\u4e2d\u5448\u73b0\u3002\u8fd9\u4e9b\u53e5\u6cd5\u5173\u7cfb\u76f4\u63a5\u6d89\u53ca\u53e5\u5b50\u7684\u6f5c\u5728\u542b\u4e49\u3002<\/p>\n

\u4e3e\u4e00\u4e2a\u5f88\u7b80\u5355\u7684\u4f8b\u5b50\uff0c\u770b\u4e0b\u9762\u8fd9\u4e2a\u53e5\u5b50\u201cAlice saw Bob\u201d\u7684\u4f9d\u5b58\u53e5\u6cd5\u6811\uff1a<\/p>\n

<\/p>\n

\u5728\u8fd9\u4e2a\u7ed3\u6784\u4e2d\uff0cAlice\u548cBob\u88ab\u7f16\u7801\u4e3a\u540d\u8bcd\uff0cSaw\u662f\u52a8\u8bcd\u3002\u53ea\u8981\u7684\u52a8\u8bcdsaw \u662f\u53e5\u5b50\u7684\u6839\uff0cAlice\u662fsaw\u7684\u4e3b\u8bed\uff0cBob\u662f\u76f4\u63a5\u5bbe\u8bed\uff08dobj\uff09\u3002\u548c\u671f\u5f85\u7684\u4e00\u6837\uff0cPaesey \u00a0McParseface\u80fd\u6b63\u786e\u5730\u5206\u6790\u8fd9\u4e00\u53e5\u5b50\uff0c\u4e5f\u80fd\u7406\u89e3\u4e0b\u9762\u8fd9\u4e2a\u66f4\u52a0\u590d\u6742\u7684\u4f8b\u5b50\uff1a<\/p>\n

<\/p>\n

\u53e5\u5b50\uff1aAlice, who had been reading about SynataxNet, saw Bob in the hallwayyesterday<\/p>\n

\u5728\u8fd9\u4e2a\u53e5\u5b50\u7684\u7f16\u7801\u4e2d\uff0cAlice \u548c Bob\u7684\u5206\u522b\u662fsaw\u7684\u4e3b\u8bed\u548c\u5bbe\u8bed\uff0cAlice\u7531\u4e00\u4e2a\u5e26\u52a8\u8bcd\u201creading\u201d\u7684\u5173\u7cfb\u4ece\u53e5\u6765\u4fee\u9970\uff0c\u800csaw\u5219\u7531\u65f6\u6001\u201cyesterday\u201d\u6765\u4fee\u9970\u3002\u4f9d\u5b58\u53e5\u6cd5\u6811\u4e2d\u7684\u8bed\u6cd5\u5173\u7cfb\u8ba9\u6211\u4eec\u53ef\u4ee5\u8f7b\u6613\u5730\u627e\u5230\u4e0d\u540c\u95ee\u9898\u7684\u7b54\u6848\uff0c\u6bd4\u5982\uff0cAlice\u770b\u89c1\u4e86\u8c01\uff1f\u8c01\u770b\u5230\u4e86Bob\uff1fAlice\u6b63\u5728\u8bfb\u7684\u662f\u4ec0\u4e48\uff1f\u6216\u8005Alice\u662f\u5728\u4ec0\u4e48\u65f6\u5019\u770b\u5230Bob\u7684\u3002<\/p>\n

\n
\n
\u4e3a\u4ec0\u4e48\u8ba9\u8ba1\u7b97\u673a\u6b63\u786e\u5904\u7406\u53e5\u6cd5\u5206\u6790\u5982\u6b64\u56f0\u96be\uff1f<\/strong><\/section>\n<\/section>\n<\/section>\n

 <\/p>\n

\u53e5\u6cd5\u5206\u6790\u5982\u6b64\u56f0\u96be\u7684\u4e00\u4e2a\u4e3b\u8981\u95ee\u9898\u662f\uff0c\u4eba\u7c7b\u8bed\u8a00\u5177\u6709\u663e\u8457\u7684\u6b67\u4e49\u6027\u3002\u5305\u542b 20 \u5230 30 \u4e2a\u5355\u8bcd\u7684\u4e2d\u7b49\u957f\u5ea6\u7684\u53e5\u5b50\u4f1a\u5177\u6709\u6570\u767e\u3001\u6570\u5343\u751a\u81f3\u6570\u4e07\u79cd\u53ef\u80fd\u7684\u53e5\u6cd5\u7ed3\u6784\uff0c\u8fd9\u6837\u7684\u60c5\u51b5\u5e76\u4e0d\u5c11\u89c1\u3002\u4e00\u4e2a\u81ea\u7136\u8bed\u8a00\u53e5\u6cd5\u5206\u6790\u5668\u5fc5\u987b\u80fd\u591f\u641c\u7d22\u6240\u6709\u8fd9\u4e9b\u7ed3\u6784\u9009\u62e9\uff0c\u5e76\u627e\u5230\u7ed9\u5b9a\u8bed\u5883\u4e0b\u6700\u5408\u7406\u7684\u90a3\u4e2a\u7ed3\u6784\u3002\u4f5c\u4e3a\u4e00\u4e2a\u975e\u5e38\u7b80\u5355\u7684\u4f8b\u5b50\uff0c\u201cAlice drove down the streetin her car\u201d\u8fd9\u4e2a\u53e5\u5b50\u5c31\u5177\u6709\u81f3\u5c11\u4e24\u79cd\u53ef\u80fd\u7684\u4f9d\u5b58\u5206\u6790\uff1a<\/p>\n

<\/p>\n

\u7b2c\u4e00\u79cd\u5206\u6790\u662f\u5bf9\u5e94\u8fd9\u53e5\u8bdd\u7684\uff08\u6b63\u786e\uff09\u89e3\u91ca\uff0c\u6309\u7167\u8fd9\u79cd\u89e3\u91ca\uff0c\u7231\u4e3d\u4e1d\u5728\u6c7d\u8f66\u91cc\u8fdb\u884c\u9a7e\u9a76\uff0c\u800c\u6c7d\u8f66\u4f4d\u4e8e\u8857\u9053\u4e0a\uff1b\u7b2c\u4e8c\u79cd\u5206\u6790\u5bf9\u5e94\u4e8e\u4e00\u79cd\u5bf9\u8fd9\u53e5\u8bdd\u7684\uff08\u8352\u8bde\u4f46\u4ecd\u7136\u53ef\u80fd\u7684\uff09\u89e3\u91ca\uff0c\u6309\u7167\u8fd9\u79cd\u89e3\u91ca\uff0c\u7231\u4e3d\u4e1d\u5728\u8857\u9053\u4e0a\u9a7e\u9a76\uff0c\u800c\u8857\u9053\u4f4d\u4e8e\u6c7d\u8f66\u4e4b\u5185\u3002\u4e4b\u6240\u4ee5\u4f1a\u4ea7\u751f\u8fd9\u79cd\u6b67\u4e49\uff0c\u662f\u56e0\u4e3a\u201cin\u201d\u8fd9\u4e2a\u4ecb\u8bcd\u65e2\u53ef\u4ee5\u7528\u6765\u4fee\u9970\u201cdrove\uff08\u9a7e\u9a76\uff09\u201d\u4e5f\u53ef\u4ee5\u7528\u6765\u4fee\u9970\u201cstreet\uff08\u8857\u9053\uff09\u201d\u3002\u4e0a\u9762\u8fd9\u4e2a\u4f8b\u5b50\u662f\u6240\u8c13\u7684\u201c\u4ecb\u8bcd\u77ed\u8bed\u9644\u7740\u6b67\u4e49\u201d\u7684\u4e00\u4e2a\u5b9e\u4f8b\u3002<\/p>\n

 <\/p>\n

\u4eba\u7c7b\u5728\u5904\u7406\u6b67\u4e49\u65b9\u9762\u6709\u8d85\u5f3a\u7684\u80fd\u529b\uff0c\u4ee5\u81f3\u4e8e\u4eba\u4eec\u751a\u81f3\u6ce8\u610f\u4e0d\u5230\u53e5\u5b50\u6709\u6b67\u4e49\u3002\u800c\u8fd9\u91cc\u7684\u6311\u6218\u662f\uff0c\u5982\u4f55\u80fd\u8ba9\u8ba1\u7b97\u673a\u505a\u5230\u540c\u6837\u597d\u3002\u957f\u53e5\u4e2d\u7684\u591a\u91cd\u6b67\u4e49\u4f1a\u5171\u540c\u9020\u6210\u53e5\u5b50\u7684\u53ef\u80fd\u7ed3\u6784\u6570\u91cf\u7684\u7ec4\u5408\u7206\u70b8\u3002\u901a\u5e38\uff0c\u8fd9\u4e9b\u7ed3\u6784\u4e2d\u7684\u7edd\u5927\u591a\u6570\u90fd\u6781\u5176\u4e0d\u5408\u7406\uff0c\u4f46\u5b83\u4eec\u4ecd\u7136\u662f\u53ef\u80fd\u7684\uff0c\u53e5\u6cd5\u5206\u6790\u5668\u5fc5\u987b\u4ee5\u67d0\u79cd\u65b9\u5f0f\u6765\u4e22\u5f03\u5b83\u4eec\u3002<\/p>\n

 <\/p>\n

SyntaxNet \u5c06\u795e\u7ecf\u7f51\u7edc\u8fd0\u7528\u4e8e\u6b67\u4e49\u95ee\u9898\u3002\u4e00\u4e2a\u8f93\u5165\u53e5\u5b50\u88ab\u4ece\u5de6\u5230\u53f3\u5730\u5904\u7406\u3002\u5f53\u53e5\u5b50\u4e2d\u7684\u6bcf\u4e2a\u8bcd\u88ab\u5904\u7406\u65f6\uff0c\u8bcd\u4e0e\u8bcd\u4e4b\u95f4\u7684\u4f9d\u5b58\u5173\u7cfb\u4e5f\u4f1a\u88ab\u9010\u6b65\u5730\u6dfb\u52a0\u8fdb\u6765\u3002\u7531\u4e8e\u6b67\u4e49\u7684\u5b58\u5728\uff0c\u5728\u5904\u7406\u8fc7\u7a0b\u7684\u6bcf\u4e2a\u65f6\u95f4\u70b9\u4e0a\u90fd\u5b58\u5728\u591a\u79cd\u53ef\u80fd\u7684\u51b3\u7b56\uff0c\u800c\u795e\u7ecf\u7f51\u7edc\u4f1a\u57fa\u4e8e\u8fd9\u4e9b\u51b3\u7b56\u7684\u5408\u7406\u6027\u5411\u8fd9\u4e9b\u5f7c\u6b64\u7ade\u4e89\u7684\u51b3\u7b56\u5206\u914d\u5206\u6570\u3002\u51fa\u4e8e\u8fd9\u4e00\u539f\u56e0\uff0c\u5728\u8be5\u6a21\u578b\u4e2d\u4f7f\u7528 Beam Search \uff08\u96c6\u675f\u641c\u7d22\uff09\u5c31\u53d8\u5f97\u5341\u5206\u91cd\u8981\u3002\u4e0d\u662f\u76f4\u63a5\u53d6\u6bcf\u4e2a\u65f6\u95f4\u70b9\u4e0a\u7684\u6700\u4f18\u51b3\u5b9a\uff0c\u800c\u662f\u5728\u6bcf\u4e00\u6b65\u90fd\u4fdd\u7559\u591a\u4e2a\u90e8\u5206\u6027\u5047\u8bbe\u3002\u53ea\u6709\u5f53\u5b58\u5728\u591a\u4e2a\u5f97\u5206\u66f4\u9ad8\u7684\u5047\u8bbe\u7684\u65f6\u5019\uff0c\u4e00\u4e2a\u5047\u8bbe\u624d\u4f1a\u88ab\u629b\u5f03\u3002\u4e0b\u56fe\u5c06\u5c55\u793a\u7684\uff0c\u662f\u201cI booked a ticket to Google\u201d\u8fd9\u53e5\u8bdd\u7ecf\u8fc7\u4ece\u5de6\u5230\u53f3\u7684\u51b3\u7b56\u8fc7\u7a0b\u800c\u4ea7\u751f\u7684\u7b80\u5355\u53e5\u6cd5\u5206\u6790\u3002<\/p>\n

<\/p>\n

\u800c\u4e14\uff0c\u6b63\u5982\u6211\u4eec\u5728\u8bba\u6587\u4e2d\u6240\u63cf\u8ff0\u7684\uff0c\u5341\u5206\u91cd\u8981\u7684\u4e00\u70b9\u662f\uff0c\u8981\u628a\u5b66\u4e60\u548c\u641c\u7d22\u7d27\u5bc6\u6574\u5408\u8d77\u6765\u624d\u80fd\u53d6\u5f97\u6700\u9ad8\u7684\u9884\u6d4b\u51c6\u786e\u5ea6\u3002Parsey McParseface \u548c\u5176\u4ed6 SyntaxNet \u6a21\u578b\u662f\u6211\u4eec\u7528\u8c37\u6b4c\u7684 TensorFlow \u6846\u67b6\u8bad\u7ec3\u8fc7\u7684\u6700\u590d\u6742\u7684\u7f51\u7edc\u7ed3\u6784\u3002\u901a\u8fc7\u5229\u7528\u8c37\u6b4c\u652f\u6301\u7684 Universal Treebanks \u9879\u76ee\u4e2d\u7684\u6570\u636e\uff0c\u4f60\u4e5f\u53ef\u4ee5\u5728\u81ea\u5df1\u7684\u673a\u5668\u4e0a\u8bad\u7ec3\u53e5\u6cd5\u5206\u6790\u6a21\u578b\u3002<\/p>\n

 <\/p>\n

\n
\n
\u00a0Parsey McParseface \u7684\u51c6\u786e\u5ea6\u5230\u5e95\u6709\u591a\u9ad8\uff1f<\/strong><\/section>\n<\/section>\n<\/section>\n

 <\/p>\n

\u5728\uff08\u4ece\u5177\u6709\u4e8c\u5341\u5e74\u5386\u53f2\u7684\u5bbe\u5927\u6811\u5e93Penn Treebank\u4e2d\uff09\u968f\u673a\u62bd\u53d6\u7684\u82f1\u8bed\u65b0\u95fb\u53e5\u5b50\u6784\u6210\u7684\u6807\u51c6\u6d4b\u8bd5\u4e2d\uff0cParsey McParseface \u5728\u63d0\u53d6\u8bcd\u4e4b\u95f4\u7684\u4e2a\u4f53\u4f9d\u5b58\u5173\u7cfb\u65f6\u7684\u51c6\u786e\u7387\u8d85\u8fc7 94%\uff0c\u8fd9\u6253\u8d25\u4e86\u6211\u4eec\u81ea\u5df1\u5148\u524d\u7684\u6700\u9ad8\u6c34\u5e73\uff0c\u4e5f\u8d85\u8fc7\u4e86\u4efb\u4f55\u4ee5\u524d\u7684\u65b9\u6cd5\u3002\u5c3d\u7ba1\u5728\u6587\u732e\u4e2d\u5e76\u6ca1\u6709\u5173\u4e8e\u4eba\u7c7b\u7684\u53e5\u6cd5\u5206\u6790\u6210\u7ee9\u7684\u660e\u786e\u7814\u7a76\uff0c\u6211\u4eec\u4ece\u6211\u4eec\u5185\u90e8\u7684\u53e5\u6cd5\u6807\u6ce8\u9879\u76ee\u4e2d\u4e86\u89e3\u5230\uff0c\u90a3\u4e9b\u5728\u8be5\u4efb\u52a1\u4e0a\u53d7\u8fc7\u8bad\u7ec3\u7684\u8bed\u8a00\u5b66\u5bb6\u5728 96-97% \u7684\u60c5\u51b5\u4e0b\u80fd\u8fbe\u6210\u4e00\u81f4\u3002\u8fd9\u8bf4\u660e\uff0c\u6211\u4eec\u6b63\u5728\u63a5\u8fd1\u4eba\u7c7b\u7684\u6c34\u5e73\u2014\u2014\u4e0d\u8fc7\u8fd9\u4ecd\u7136\u9650\u4e8e\u90a3\u4e9b\u683c\u5f0f\u826f\u597d\u7684\u6587\u672c\u3002\u6309\u7167\u6211\u4eec\u4ece Google WebTreebank \uff08\u8c37\u6b4c\u7f51\u7edc\u6811\u5e93\uff0c\u53d1\u5e03\u4e8e 2011 \u5e74\uff09\u4e2d\u6240\u5b66\u5230\u7684\uff0c\u90a3\u4e9b\u4ece\u4e92\u8054\u7f51\u4e0a\u83b7\u5f97\u7684\u53e5\u5b50\u8981\u8fdc\u8fdc\u66f4\u96be\u5206\u6790\u3002\u5728\u8be5\u7f51\u7edc\u6570\u636e\u96c6\u4e0a\uff0cParsey McParseface \u53ea\u53d6\u5f97\u4e86\u7565\u9ad8\u4e8e 90% \u7684\u53e5\u6cd5\u5206\u6790\u51c6\u786e\u7387\u3002<\/p>\n

 <\/p>\n

\u5c3d\u7ba1\u51c6\u786e\u7387\u8fd8\u4e0d\u591f\u5b8c\u7f8e\uff0c\u5b83\u5df2\u7ecf\u8db3\u591f\u9ad8\uff0c\u80fd\u591f\u7528\u4e8e\u8bb8\u591a\u5e94\u7528\u7a0b\u5e8f\u4e86\u3002\u76ee\u524d\uff0c\u9519\u8bef\u7684\u4e3b\u8981\u6765\u6e90\u662f\u50cf\u4e0a\u9762\u63cf\u8ff0\u8fc7\u7684\u4ecb\u8bcd\u77ed\u8bed\u9644\u7740\u6b67\u4e49\u8fd9\u6837\u7684\u60c5\u51b5\uff0c\u5bf9\u8fd9\u4e9b\u60c5\u51b5\u7684\u5904\u7406\u8981\u6c42\u5bf9\u73b0\u5b9e\u4e16\u754c\u7684\u77e5\u8bc6\uff08\u4f8b\u5982\uff0c\u201c\u8857\u9053\u4e0d\u592a\u53ef\u80fd\u4f4d\u4e8e\u6c7d\u8f66\u4e4b\u5185\u201d\uff09\u548c\u6df1\u5ea6\u8bed\u5883\u63a8\u7406\u3002\u673a\u5668\u5b66\u4e60\uff08\u7279\u522b\u662f\u795e\u7ecf\u7f51\u7edc\uff09\u5df2\u5728\u89e3\u51b3\u8fd9\u4e9b\u6b67\u4e49\u65b9\u9762\u53d6\u5f97\u4e86\u663e\u8457\u7684\u8fdb\u5c55\u3002\u4e0d\u8fc7\u6211\u4eec\u4ecd\u60f3\u505a\u8fdb\u4e00\u6b65\u7684\u5de5\u4f5c\uff1a\u6211\u4eec\u60f3\u8981\u53d1\u5c55\u51fa\u4e00\u4e9b\u65b9\u6cd5\uff0c\u8fd9\u4e9b\u65b9\u6cd5\u80fd\u591f\u5b66\u4e60\u73b0\u5b9e\u4e16\u754c\u77e5\u8bc6\uff0c\u4e5f\u80fd\u591f\u5728\u6240\u6709\u8bed\u8a00\u548c\u8bed\u5883\u4e2d\u90fd\u53d6\u5f97\u540c\u6837\u597d\u7684\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u3002<\/p>\n

 <\/p>\n

\u60f3\u8bd5\u8bd5\u5417\uff0c\u8bf7\u9605\u8bfb SyntaxNet \u7684\u4ee3\u7801\u3002\u5e76\u4e0b\u8f7d Parsey McParseface \u53e5\u6cd5\u5206\u6790\u6a21\u578b\u3002\u4e3b\u8981\u7814\u53d1\u8005Chris Alberti, David Weiss, Daniel Andor, Michael Collins \u548c Slav Petrov \u795d\u4f60\u6210\u529f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

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