{"id":34742,"date":"2019-12-23T00:39:44","date_gmt":"2019-12-22T16:39:44","guid":{"rendered":"https:\/\/case.ntu.edu.tw\/blog\/?p=34742"},"modified":"2019-12-20T11:16:10","modified_gmt":"2019-12-20T03:16:10","slug":"%e3%80%90%e4%ba%ba%e7%89%a9%e5%b0%88%e8%a8%aa%e3%80%91%e8%87%aa%e7%84%b6%e8%aa%9e%e8%a8%80%e8%99%95%e7%90%86%e7%9a%84%e9%9d%88%e6%b4%bb%e6%87%89%e7%94%a8%e5%ae%b6-%e5%b0%88%e8%a8%aa","status":"publish","type":"post","link":"https:\/\/case.ntu.edu.tw\/blog\/?p=34742","title":{"rendered":"\u3010\u4eba\u7269\u5c08\u8a2a\u3011\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u7684\u9748\u6d3b\u61c9\u7528\u5bb6\u2014\u2014\u5c08\u8a2a\u99ac\u5049\u96f2"},"content":{"rendered":"<p><strong><span style=\"color: #008080;\">\u25cf2019 AI\u5609\u5e74\u83ef \u99ac\u5049\u96f2\u8001\u5e2b\uff1a\u300c\u6a5f\u5668\u80fd\u8ddf\u6211\u5011\u5929\u5357\u5730\u5317\u804a\u5929\u55ce\uff1f\u300d<\/span><a href=\"https:\/\/www.accupass.com\/event\/1911260736352101701208\" target=\"_blank\" rel=\"noopener noreferrer\">\u8b1b\u5ea7\u8cc7\u8a0a<\/a><\/strong><\/p>\n<p><strong><img fetchpriority=\"high\" decoding=\"async\" class=\"alignleft wp-image-34770\" src=\"http:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2019\/12\/\u99ac\u5049\u96f2.jpg\" alt=\"\" width=\"450\" height=\"300\" srcset=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2019\/12\/\u99ac\u5049\u96f2.jpg 560w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2019\/12\/\u99ac\u5049\u96f2-300x200.jpg 300w\" sizes=\"(max-width: 450px) 100vw, 450px\" \/>\u63a1\u8a2a\u3001\u64b0\u6587\uff5c\u5ed6\u6893\u752f<\/strong><\/p>\n<p>\u804a\u5929\u6a5f\u5668\u4eba\uff0c\u80af\u5b9a\u662f\u5927\u5bb6\u90fd\u4e0d\u964c\u751f\u7684\u8a5e\u5f59\u3002\u4f60\u4f7f\u7528\u904e\u55ce\uff1f\u4e0d\u8ad6\u7528\u4f86\u8a02\u623f\u8a02\u8eca\u7968\u6216\u662f\u4e86\u89e3\u8cc7\u8a0a\uff0c\u90fd\u662f\u883b\u597d\u7684\u5e6b\u624b\u3002\u7136\u800c\uff0c\u4f60\u6709\u60f3\u904e\u9664\u4e86\u6536\u96c6\u8cc7\u8a0a\u5916\uff0c\u804a\u5929\u6a5f\u5668\u4eba\u4e5f\u53ef\u4ee5\u548c\u4f60\u300c\u6b63\u5e38\u804a\u5929\u300d\uff0c\u5c31\u50cf\u4eba\u8207\u4eba\u7684\u804a\u5929\u4e92\u52d5\uff0c\u8aaa\u5357\u9053\u5317\uff0c\u5206\u4eab\u751f\u6d3b\u8da3\u4e8b\u4e5f\u53ef\u4ee5\u5f7c\u6b64\u5b89\u6170\u3002\u82e5\u6709\u9019\u6a23\u7684\u804a\u5929\u6a5f\u5668\u4eba\uff0c\u6211\u5011\u5c31\u4e0d\u6703\u5e38\u5e38\u611f\u5230\u5bc2\u5bde\u4e86\u5427\uff1f\u4f46\uff0c\u9019\u771f\u7684\u53ef\u4ee5\u5be6\u73fe\u55ce\uff1f\u8b93\u6211\u5011\u4f86\u63a2\u7d22\u804a\u5929\u6a5f\u5668\u4eba\u80cc\u5f8c\u7684\u91cd\u8981\u6a5f\u5236\u2014\u81ea\u7136\u8a9e\u8a00\u8655\u7406(Natural Language Processing)\u53ca\u8a72\u9818\u57df\u7684\u7ff9\u695a\u2014\u99ac\u5049\u96f2\u8001\u5e2b\u3002<\/p>\n<p><span style=\"color: #008080;\"><strong>\u25cf\u8207\u81ea\u7136\u8a9e\u8a00\u76f8\u9047<\/strong><\/span><\/p>\n<p>\u5927\u5b78\u53ca\u78a9\u58eb\u73ed\u5538\u8cc7\u5de5\u7684\u99ac\u5049\u96f2\u8001\u5e2b\uff0c\u539f\u5148\u662f\u505a\u8a9e\u97f3\u8fa8\u8b58\uff0c\u8457\u91cd\u5728\u8a0a\u865f\u8655\u7406\u65b9\u9762\uff0c\u4ee5\u6578\u5b78\u6a21\u578b\u7d50\u5408\u7a0b\u5f0f\uff0c\u505a\u97f3\u8a0a\u4fe1\u865f\u5206\u6790\u7684\u7814\u7a76\u3002\u56e0\u7de3\u969b\u6703\u4e4b\u4e0b\uff0c\u56e0\u8457\u5c08\u984c\u7684\u7de3\u6545\u63a5\u89f8\u5230\u81ea\u7136\u8a9e\u8a00\u8655\u7406\uff0c\u958b\u59cb\u8457\u8ff7\u65bc\u6587\u5b57\u53ca\u8a9e\u8a00\u7684\u5967\u79d8\u3002\u8a9e\u8a00\uff0c\u4f5c\u70ba\u4eba\u985e\u6e9d\u901a\u5de5\u5177\u53ca\u601d\u7dad\u5916\u5316\u7684\u5c55\u73fe\uff0c\u8c61\u5fb5\u8457\u4eba\u985e\u667a\u6167\u7cbe\u83ef\u8207\u6587\u5316\u80cc\u666f\u7684\u5dee\u5225\u3002\u8a9e\u8a00\u4e0d\u50c5\u80fd\u5920\u76f4\u89c0\u5730\u5206\u6790\uff0c\u4e5f\u53ef\u4ee5\u96a8\u6642\u89c0\u5bdf\u4e26\u4e14\u6709\u5373\u6642\u56de\u994b\u4fbf\u65bc\u5206\u6790\u7684\u7279\u6027\uff0c\u9019\u4e9b\u7279\u5fb5\u4f7f\u5f97\u99ac\u5049\u96f2\u8001\u5e2b\u5c0d\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u8457\u8ff7\uff0c\u751a\u81f3\u5411\u4e2d\u7814\u9662\u8a5e\u5eab\u5c0f\u7d44\u8cfc\u8cb7\u6587\u5b57\u8a9e\u6599\uff0c\u5e0c\u671b\u4ee5\u6b64\u5efa\u7acb\u8a9e\u8a00\u6a21\u578b\u63d0\u5347\u8a9e\u97f3\u8fa8\u8b58\u7684\u6548\u80fd\u3002\u6709\u8da3\u7684\u662f\uff0c \u99ac\u5049\u96f2\u8001\u5e2b\u78a9\u58eb\u7562\u696d\u5f8c\uff0c\u5373\u5230\u4e2d\u7814\u9662\u8a5e\u5eab\u5c0f\u7d44\u64d4\u4efb\u7814\u7a76\u52a9\u7406\uff0c\u8ddf\u96a8\u9673\u514b\u5065\u8001\u5e2b\u5728\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u4e2d\u7e7c\u7e8c\u5c08\u7814\uff0c\u4e4b\u5f8c\u53c8\u8d74\u7f8e\u6df1\u9020\uff0c\u5728\u54e5\u502b\u6bd4\u4e9e\u5927\u5b78\u653b\u8b80\u535a\u58eb\uff0c\u591a\u5e74\u5f8c\u7684\u99ac\u5049\u96f2\u8001\u5e2b\uff0c\u4e0d\u50c5\u5728\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u4e2d\u6210\u70ba\u4f7c\u4f7c\u8005\uff0c\u751a\u81f3\u5b78\u6210\u6b78\u570b\u5f8c\uff0c\u53c8\u56de\u5230\u4e2d\u7814\u9662\u8a5e\u5eab\u5c0f\u7d44\uff0c\u64d4\u4efb\u8a5e\u5eab\u5c0f\u7d44\u7684\u4e3b\u6301\u4eba\u3002<\/p>\n<p>\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u7684\u65b9\u5411\u8207\u61c9\u7528\u5f88\u591a\uff0c\u4f7f\u7528\u7684\u65b9\u6cd5\u5305\u62ec\u6a5f\u5668\u5b78\u7fd2\u8207\u8a9e\u8a00\u7d50\u69cb\u5206\u6790\u7b49\u7b49\u3002\u99ac\u5049\u96f2\u8001\u5e2b\u8a8d\u70ba\u5927\u591a\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u5be6\u9a57\u5ba4\u66f4\u8457\u91cd\u65bc\u6a5f\u5668\u5b78\u7fd2\u7684\u6578\u5b78\u6a21\u578b\u5efa\u7acb\uff0c\u7279\u5225\u662f\u6df1\u5ea6\u5b78\u7fd2\u5404\u500b\u5e73\u53f0\u7684\u8208\u8d77\uff0c\u4f7f\u5f97\u6578\u5b78\u6a21\u578b\u7684\u8a2d\u8a08\u8207\u5be6\u8e10\u8b8a\u5f97\u975e\u5e38\u5bb9\u6613\u4e14\u5feb\u901f\uff0c\u9019\u4e5f\u4f7f\u5f97\u8a9e\u8a00\u7d50\u69cb\u5206\u6790\u6216\u662f\u77e5\u8b58\u8868\u9054\u6846\u67b6\u7684\u7814\u7a76\u6295\u5165\u76f8\u5c0d\u4f86\u8aaa\u5c31\u8d8a\u4f86\u8d8a\u5c11\u4e86\u3002\u7136\u800c\uff0c\u5728\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u4e2d\uff0c\u8a9e\u8a00\u672c\u8eab\u7684\u5206\u6790\u53ca\u77e5\u8b58\u8868\u9054\u76f8\u7576\u91cd\u8981\uff0c\u5c0d\u8a9e\u8a00\u6709\u4e00\u5b9a\u7684\u77ad\u89e3\u53ca\u71b1\u5ff1\uff0c\u5176\u5be6\u53ef\u4ee5\u8ddf\u6a5f\u5668\u5b78\u7fd2\u6216\u6df1\u5ea6\u5b78\u7fd2\u76f8\u8f14\u76f8\u6210\uff0c\u5728\u5efa\u7acb\u6578\u5b78\u6a21\u578b\u6642\uff0c\u82e5\u5c07\u8a9e\u8a00\u548c\u77e5\u8b58\u7684\u7279\u6027\u3001\u5167\u5bb9\u8207\u6d1e\u898b(insight)\u8003\u616e\u9032\u4f86\uff0c\u4e0d\u50c5\u6709\u5b78\u8853\u7a81\u7834\u7684\u6a5f\u6703\uff0c\u5728\u5be6\u969b\u61c9\u7528\u4e2d\u4e5f\u66f4\u80fd\u6574\u5408\u5df2\u7d93\u5b58\u5728\u7684\u5c08\u696d\u77e5\u8b58(domain knowledge) \u3002<\/p>\n<p><span style=\"color: #008080;\"><strong>\u25cf\u4e2d\u7814\u9662\u8a5e\u5eab\u5c0f\u7d44<\/strong><\/span><\/p>\n<p>\u535a\u58eb\u7562\u696d\u5f8c\u7684\u99ac\u5049\u96f2\u8001\u5e2b\uff0c\u56de\u53f0\u63a5\u4efb\u8a5e\u5eab\u5c0f\u7d44\u7684\u4e3b\u6301\u4eba\uff0c\u9818\u5c0e\u5718\u968a\u767c\u5c55\u51fa\u8a31\u591a\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u7684\u8cc7\u6e90\u8207\u61c9\u7528\u7cfb\u7d71\uff0c\u5305\u62ec\u4e2d\u6587\u8a9e\u7fa9\u5206\u6790\u5de5\u5177\u5982\uff1a\u4e2d\u6587\u65b7\u8a5e\u66a8\u5be6\u9ad4\u8fa8\u8b58\u7cfb\u7d71(CkipTagger)\u3001\u4e2d\u6587\u5256\u6790\u7cfb\u7d71\u3001CKIP CoreNLP\uff1b\u77e5\u8b58\u8868\u9054\u7cfb\u7d71\u5982\uff1a\u5927\u5ee3\u7fa9\u77e5\u7db2\u3001\u5eb7\u7199\u5b57\u5178\u77e5\u8b58\u672c\u9ad4\uff1b\u61c9\u7528\u7cfb\u7d71\u5982\uff1a\u8f3f\u60c5\u5206\u6790\u7cfb\u7d71\u3001\u804a\u5929\u6a5f\u5668\u4eba(\u8a5e\u5eab\u5c0f\u598d)\u7b49\u7b49\u3002\u6bcf\u500b\u7814\u7a76\u8a08\u756b\uff0c\u99ac\u5049\u96f2\u8001\u5e2b\u4e0d\u50c5\u53ea\u662f\u767c\u8868\u8ad6\u6587\uff0c\u800c\u662f\u5c07\u5be6\u969b\u7684\u61c9\u7528\u7a0b\u5f0f\u958b\u6e90\u6216\u662f\u5c0d\u5916\u5c55\u793a\uff0c\u5c07\u7406\u8ad6\u5316\u70ba\u5be6\u969b\u53ef\u4ee5\u4f7f\u7528\u7684\u5de5\u5177\uff0c\u9020\u798f\u8a31\u591a\u4f01\u696d\u3001\u516c\u5bb6\u55ae\u4f4d\u3001\u4ee5\u53ca\u4e00\u822c\u5927\u773e\u3002\u4ee5\u4e2d\u6587\u8a9e\u7fa9\u5206\u6790\u5de5\u5177\u70ba\u4f8b\uff0c\u4e2d\u6587\u53e5\u5b50\u70ba\u8a5e\u5f59\u7d44\u6210\uff0c\u4eba\u985e\u80fd\u5920\u8f15\u9b06\u7684\u65b7\u8a5e\u4e26\u4e14\u8fa8\u5225\u8a9e\u610f\uff0c\u4f46\u662f\u6a5f\u5668\u9700\u8981\u5148\u5c07\u6bcf\u500b\u55ae\u8a5e\u62c6\u89e3\uff0c\u8fa8\u8b58\u5176\u8a9e\u7fa9\uff0c\u4e26\u4e14\u8fa8\u8a8d\u51fa\u5728\u6574\u53e5\u8a71\u4e2d\u6240\u626e\u6f14\u7684\u8a9e\u6cd5\u89d2\u8272\u4ee5\u53ca\u8a9e\u7fa9\u529f\u80fd\uff0c\u624d\u80fd\u91cd\u7d44\u51fa\u6574\u500b\u53e5\u5b50\u7684\u610f\u601d\u3002\u9019\u4e9b\u57fa\u790e\u7684\u4e2d\u6587\u8a9e\u7fa9\u5206\u6790\u5de5\u5177\u4e0d\u50c5\u5728\u591a\u500b\u516c\u5bb6\u55ae\u4f4d\u4e2d\u4f7f\u7528\uff0c\u4e5f\u6210\u70ba\u8a31\u591a\u5b78\u8853\u7814\u7a76\u8005\u548c\u4f01\u696d\u7814\u767c\u7684\u57fa\u672c\u5de5\u5177\uff0c\u8b93\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u7684\u7814\u7a76\u5982\u864e\u6dfb\u7ffc\u3002<\/p>\n<p><span style=\"color: #008080;\"><strong>\u25cf\u8a5e\u5eab\u5c0f\u598d\u8a95\u751f<\/strong><\/span><\/p>\n<p>\u8fd1\u5169\u5e74\uff0c\u99ac\u5049\u96f2\u8001\u5e2b\u4e5f\u505a\u4e86\u8a31\u591a\u804a\u5929\u6a5f\u5668\u4eba\u7684\u5c08\u6848\uff0c\u5176\u4e2d\u6700\u8b93\u99ac\u8001\u5e2b\u8208\u596e\u7684\u83ab\u904e\u65bc\u5728LINE\u767c\u4f48\u7684\u300c\u8a5e\u5eab\u5c0f\u598d\u300d\uff0c\u53ef\u8aaa\u662f\u9019\u4e9b\u5e74\u4f86\u96c6\u5927\u6210\u7684\u804a\u5929\u6a5f\u5668\u4eba\u3002\u8a5e\u5eab\u5c0f\u598d\u662f\u4e00\u6b3e\u4e0d\u9650\u9818\u57df\u3001\u80fd\u5920\u966a\u4f60\u5929\u5357\u5730\u5317\u804a\u5929\u7684\u804a\u5929\u6a5f\u5668\u4eba\uff0c\u57fa\u65bc\u5b78\u8853\u76ee\u7684\uff0c\u65bc2019\u5e7410\u6708\u6b63\u5f0f\u5728LINE\u5e73\u53f0\u4e0a\u5c0d\u5916\u958b\u653e\uff0c\u53ea\u8981\u52a0\u5165\u597d\u53cb(\u5b98\u65b9\u5e33\u865f\u70ba@359mcmgs)\uff0c\u5c31\u53ef\u4ee5\u5728\u81ea\u5df1\u7684\u624b\u6a5f\u4e0a\u8ddf\u5c0f\u598d\u804a\u5929\u3002\u8a5e\u5eab\u5c0f\u598d\u5305\u542b\u4e86\u5404\u7a2e\u804a\u5929\u6a21\u5f0f\u53ef\u4f9b\u5207\u63db\u4e14\u9678\u7e8c\u65b0\u589e\u4e2d\uff0c\u76ee\u524d\u6709\u65b0\u805e\u5634\u7832\u3001\u6587\u9752\u5973\u5b69\u3001\u8207\u6b4c\u5c0d\u8a71\u3001\u4eba\u7269\u8f3f\u60c5\u5206\u6790\u3001\u7f8e\u599d\u9054\u4eba\u7b49\u5c0d\u8a71\u6a21\u5f0f\u3002\u4f7f\u7528\u8005\u53ef\u4f9d\u7167\u5fc3\u60c5\u8207\u4e0d\u540c\u6a21\u5f0f\u7684\u5c0f\u598d\u804a\u5929\uff0c\u5c0f\u598d\u6703\u4f9d\u64da\u4e0d\u540c\u6a21\u5f0f\u4e2d\u7684\u8a2d\u8a08\u4f86\u56de\u7b54\u4f60\u6216\u8207\u4f60\u5c0d\u8a71\uff0c\u7d13\u89e3\u4e86\u8a31\u591a\u5bc2\u5bde\uff0c\u4e5f\u8b93\u6211\u5011\u67e5\u627e\u8cc7\u8a0a\u66f4\u52a0\u4fbf\u6377\u3002\u96d6\u7136\u7121\u6cd5\u8207\u771f\u4eba\u5c0d\u8a71\u76f8\u6bd4\u64ec\uff0c\u4f46\u5728\u795e\u7d93\u7db2\u7d61\u8207\u8a9e\u610f\u5206\u6790\u7d50\u5408\u7684\u6280\u8853\u4e0b\uff0c\u5c0f\u598d\u7684\u804a\u5929\u6280\u80fd\u5df2\u7d93\u8d85\u904e\u8a31\u591a\u5e02\u9762\u4e0a\u770b\u5230\u7684\u804a\u5929\u6a5f\u5668\u4eba\u4e86\u3002<\/p>\n<p><span style=\"color: #008080;\"><strong>\u25cf\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u7684\u672a\u4f86<\/strong><\/span><\/p>\n<p>\u8a9e\u8a00\u7684\u535a\u5927\u7cbe\u6df1\u53ca\u96a8\u6642\u9593\u8b8a\u5316\u7684\u7279\u6027\uff0c\u4f7f\u5f97\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u7814\u7a76\u7bc4\u570d\u975e\u5e38\u5ee3\u6cdb\u3002\u7576\u524d\u99ac\u5049\u96f2\u8001\u5e2b\u8457\u91cd\u5728\u5169\u500b\u524d\u77bb\u7684\u7814\u7a76\u4e3b\u984c\uff1a\u77e5\u8b58\u8207\u5e38\u8b58\u7684\u7d50\u5408\u4ee5\u53ca\u81ea\u52d5\u6a19\u8a18\u8a13\u7df4\u8cc7\u6599\u7684\u6280\u8853\u3002\u5148\u5f9e\u77e5\u8b58\u8207\u5e38\u8b58\u7684\u7d50\u5408\u8aaa\u8d77\uff0c\u5c0d\u65bc\u6a5f\u5668\u4f86\u8aaa\uff0c\u77e5\u8b58\u7684\u7406\u89e3\u8207\u6293\u53d6\u6bd4\u8d77\u5e38\u8b58\u662f\u66f4\u5bb9\u6613\u7684\u3002\u4f8b\u5982\uff1a\u5229\u7528Google\u641c\u5c0b\u300c\u5289\u5fb7\u83ef\u7684\u914d\u5076\u300d\u6bd4\u8d77\u641c\u5c0b\u300c\u5289\u5fb7\u83ef\u6703\u4e0d\u6703\u79fb\u52d5\u300d\u66f4\u70ba\u5bb9\u6613\u4e5f\u8f03\u6703\u6709\u660e\u78ba\u7684\u89e3\u7b54\u3002\u300c\u5289\u5fb7\u83ef\u6703\u4e0d\u6703\u79fb\u52d5\u300d\u5728\u96fb\u8166\u5224\u5225\u4e2d\u9700\u8981\u5148\u5b9a\u7fa9\u79fb\u52d5\u53ca\u5289\u5fb7\u83ef\uff0c\u5982\u4f55\u9023\u7d50\u5169\u8005\uff0c\u4e26\u6210\u529f\u5224\u5225\u9700\u8981\u5e38\u8b58\u8207\u77e5\u8b58\u7684\u4e00\u81f4\u6027\u8868\u9054\u7cfb\u7d71\u3001\u4e5f\u9700\u8981\u4e00\u5957\u908f\u8f2f\u5206\u6790\u624d\u80fd\u5b8c\u6210\u3002\u56e0\u6b64\uff0c\u5982\u4f55\u5c07\u5e38\u8b58\u5f15\u5165\u662f\u6975\u70ba\u6709\u8da3\u4e14\u91cd\u8981\u7684\u4e00\u500b\u8b70\u984c\u3002<\/p>\n<p>\u53e6\u4e00\u500b\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u7684\u554f\u984c\u662f\u8a13\u7df4\u7684\u6a19\u8a18\u8cc7\u6599\u4e0d\u8db3\u7684\u554f\u984c\u3002\u82e5\u60f3\u7814\u7a76\u65b0\u9818\u57df\u7684\u7d20\u6750\uff0c\u5f80\u5f80\u9700\u8981\u4eba\u5de5\u53bb\u505a\u8cc7\u6599\u7684\u5927\u91cf\u6a19\u8a18\uff0c\u624d\u80fd\u5229\u7528\u6a5f\u5668\u5b78\u7fd2\u505a\u8655\u7406\u3002\u5982\u6b64\u6703\u9762\u81e8\u5169\u7a2e\u554f\u984c\uff1a\u4e00\u500b\u662f\u4eba\u529b\u4e0d\u8db3\uff0c\u53e6\u4e00\u500b\u5247\u662f\u8cc7\u6599\u91cf\u4e0d\u5920\u3002\u56e0\u6b64\u5982\u4f55\u5728\u5c11\u91cf\u751a\u81f3\u6c92\u6709\u6a19\u8a18\u8cc7\u6599\u8a13\u7df4\u7684\u60c5\u5f62\u4e0b\uff0c\u8b93\u6a5f\u5668\u9084\u80fd\u5920\u5b78\u7fd2\u6216\u8005\u662f\u81ea\u52d5\u6a19\u8a18\u582a\u7528\u7684\u8a13\u7df4\u8cc7\u6599\u7b49\u90fd\u662f\u975e\u5e38\u91cd\u8981\u7684\u7814\u7a76\u65b9\u5411\u3002<\/p>\n<p>\u804a\u5929\u6a5f\u5668\u4eba\uff0c\u4e0d\u50c5\u50c5\u662f\u6211\u5011\u73fe\u5728\u6240\u4f7f\u7528\u53ca\u80fd\u5920\u4e92\u52d5\u7684\u7c21\u55ae\u4eba\u6a5f\u754c\u9762\uff0c\u8981\u505a\u5f97\u597d\u5fc5\u9808\u8003\u616e\u8a31\u591a\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u6280\u8853\u4ee5\u53ca\u7cbe\u7d30\u7684\u8a9e\u8a00\u5206\u6790\u624d\u53ef\u80fd\u9054\u6210\uff0c\u76ee\u524d\u6211\u5011\u4ecd\u6709\u8a31\u591a\u9084\u5728\u52aa\u529b\u514b\u670d\u7684\u5730\u65b9\uff0c\u4f8b\u5982\u591a\u8f2a\u5c0d\u8a71\u4e2d\u5c0d\u540c\u4e00\u8a71\u984c\u7684\u4e00\u81f4\u6027\u3002\u672a\u4f86\u5927\u5bb6\u5728\u4f7f\u7528\u804a\u5929\u6a5f\u5668\u4eba\u6642\uff0c\u4e0d\u59a8\u52a0\u4ee5\u89c0\u5bdf\u4e26\u601d\u7d22\u300c\u804a\u5929\u300d\u9019\u500b\u884c\u70ba\u7a76\u7adf\u662f\u600e\u9ebc\u56de\u4e8b\uff0c\u6709\u54ea\u4e9b\u9762\u5411\u662f\u53ef\u4ee5\u5177\u9ad4\u6539\u5584\u7684\uff0c\u9019\u4e9b\u601d\u8003\u6216\u8a31\u6703\u6210\u70ba\u4f60\u65e5\u5f8c\u7814\u7a76\u7684\u65b0\u5951\u6a5f\u4e5f\u8aaa\u4e0d\u5b9a\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong><span style=\"color: #008080;\">\u25cf2019 AI\u5609\u5e74\u83ef \u99ac\u5049\u96f2\u8001\u5e2b\uff1a\u300c\u6a5f\u5668\u80fd\u8ddf\u6211\u5011\u5929\u5357\u5730\u5317\u804a\u5929\u55ce\uff1f\u300d<\/span><a href=\"https:\/\/www.accupass.com\/event\/1911260736352101701208\" target=\"_blank\" rel=\"noopener noreferrer\">\u8b1b\u5ea7\u8cc7\u8a0a<\/a><\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u804a\u5929\u6a5f\u5668\u4eba\uff0c\u80af\u5b9a\u662f\u5927\u5bb6\u90fd\u4e0d\u964c\u751f\u7684\u8a5e\u5f59\u3002\u4f60\u4f7f\u7528\u904e\u55ce\uff1f\u4e0d\u8ad6\u7528\u4f86\u8a02\u623f\u8a02\u8eca\u7968\u6216\u662f\u4e86\u89e3\u8cc7\u8a0a\uff0c\u90fd\u662f\u883b\u597d\u7684\u5e6b\u624b\u3002\u7136\u800c\uff0c\u4f60\u6709\u60f3\u904e\u9664\u4e86\u6536\u96c6\u8cc7\u8a0a\u5916\uff0c\u804a\u5929\u6a5f\u5668\u4eba\u4e5f\u53ef\u4ee5\u548c\u4f60\u300c\u6b63\u5e38\u804a\u5929\u300d\uff0c\u5c31\u50cf\u4eba\u8207\u4eba\u7684\u804a\u5929\u4e92\u52d5\uff0c\u8aaa\u5357\u9053\u5317\uff0c\u5206\u4eab\u751f\u6d3b\u8da3\u4e8b\u4e5f\u53ef\u4ee5\u5f7c\u6b64\u5b89\u6170\u3002\u82e5\u6709\u9019\u6a23\u7684\u804a\u5929\u6a5f\u5668\u4eba\uff0c\u6211\u5011\u5c31\u4e0d\u6703\u5e38\u5e38\u611f\u5230\u5bc2\u5bde\u4e86\u5427\uff1f\u4f46\uff0c\u9019\u771f\u7684\u53ef\u4ee5\u5be6\u73fe\u55ce\uff1f\u8b93\u6211\u5011\u4f86\u63a2\u7d22\u804a\u5929\u6a5f\u5668\u4eba\u80cc\u5f8c\u7684\u91cd\u8981\u6a5f\u5236\u2014\u81ea\u7136\u8a9e\u8a00\u8655\u7406(Natural Language Processing)\u53ca\u8a72\u9818\u57df\u7684\u7ff9\u695a\u2014\u99ac\u5049\u96f2\u8001\u5e2b\u3002<\/p>\n","protected":false},"author":20,"featured_media":34770,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4448,3293],"tags":[792,4032,4484,4483],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2019\/12\/\u99ac\u5049\u96f2.jpg","_links":{"self":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/34742"}],"collection":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/users\/20"}],"replies":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=34742"}],"version-history":[{"count":2,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/34742\/revisions"}],"predecessor-version":[{"id":34771,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/34742\/revisions\/34771"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/media\/34770"}],"wp:attachment":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=34742"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=34742"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=34742"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}