{"id":152,"date":"2024-12-05T11:30:33","date_gmt":"2024-12-05T11:30:33","guid":{"rendered":"https:\/\/ioe.asaad.morosoftsites.com\/?p=152"},"modified":"2024-12-05T11:30:33","modified_gmt":"2024-12-05T11:30:33","slug":"an-introductory-guide-to-chatbots","status":"publish","type":"post","link":"https:\/\/chinaioe.com\/zh\/an-introductory-guide-to-chatbots\/","title":{"rendered":"\u804a\u5929\u6a5f\u68b0\u4eba\u5165\u9580\u6307\u5357"},"content":{"rendered":"<p id=\"viewer-mu9o3\">\u8b93\u6211\u5011\u5f9e\u804a\u5929\u6a5f\u68b0\u4eba\u53ef\u4ee5\u505a\u4ec0\u9ebc\u958b\u59cb\u3002 CNN\u804a\u5929\u6a5f\u68b0\u4eba\u53ef\u4ee5\u5e6b\u52a9\u7528\u6236\u6aa2\u7d22\u65b0\u805e\u3002 \u4f60\u544a\u8a34CNN\u6a5f\u68b0\u4eba\u4f60\u611f\u8208\u8da3\u7684\u5167\u5bb9\uff0c\u7121\u8ad6\u662f\u590f\u5b63\u5967\u904b\u6703\u9084\u662f\u7f8e\u570b\u7e3d\u7d71\u5927\u9078\uff0c\u5b83\u90fd\u6703\u5f88\u6a02\u610f\u6311\u9078\u65b0\u805e\u5831\u5c0e\u3002 \u8fea\u58eb\u5c3c\u4e0d\u65b7\u904b\u7528\u6a5f\u68b0\u4eba\u767c\u4f48\u5b83\u7684\u96fb\u5f71\uff0c\u4f8b\u5982Zootopia bot\uff0c\u8b93\u4f60\u767c\u73fe\u548c\u89e3\u6c7a\u72af\u7f6a\u3002 \u60a8\u53ef\u4ee5\u8207\u5c0f\u8c6c\u5c0f\u8c6c\u6a5f\u68b0\u4eba\u4ea4\u8ac7\uff0c\u4ee5\u66f4\u591a\u5730\u4e86\u89e3\u5979\uff01 Hyatt\u9152\u5e97\u7684\u6a5f\u68b0\u4eba\u53ef\u4ee5\u8207\u60a8\u8a0e\u8ad6\u60a8\u7684\u9810\u8a02\u72c0\u614b\uff0c\u5165\u4f4f\u6642\u9593\uff0c\u53ef\u7528\u8a2d\u65bd\u548c\u50f9\u683c\u3002 Hello Jarvis bot\u662f\u500b\u4eba\u52a9\u7406\uff0cHealthtap\u56de\u7b54\u6709\u95dc\u91ab\u7642\u4e8b\u6545\u7684\u554f\u984c\uff08yikes\uff01\uff09\u3002\u804a\u5929\u6a5f\u68b0\u4eba\u53ef\u4ee5\u804a\u5929\u6c23\uff08\u96e8\u8863\uff09\uff0c\u80a1\u7968\u5e02\u5834\uff08\u91d1\u878d\u6a5f\u5668\u4eba\uff09\uff0c\u8cfc\u7269\uff08\u8afe\u5fb7\u65af\u7279\u9f8d\uff09\uff0c\u65c5\u884c(Kayak\uff09\u548c\u5e7e\u4e4e\u4efb\u4f55\u5728\u967d\u5149\u5e95\u4e0b\u7684\u4e8b\u60c5\u3002 \u4f60\u751a\u81f3\u53ef\u4ee5\u4f7f\u7528Chatbot\u9032\u884c\u96a8\u6a5f\u804a\u5929\u4f86\u5275\u5efa\u6545\u4e8b\u6216\u6d88\u78e8\u6642\u9593\u3002<\/p>\n\n\n\n<p id=\"viewer-wo9i3\">\u9019\u53ea\u662f\u51b0\u5c71\u4e00\u89d2\u3002 \u4e0a\u9762\u7684\u4f8b\u5b50\u53ea\u662f\u4e00\u500b\u4f7f\u7528Facebook\u7684\u804a\u5929\u6a5f\u68b0\u4eba\u4e2d\u7684\u5c11\u6578\u4f8b\u5b50\u3002 \u96a8\u8457Facebook\u4e0a\u5df2\u7d93\u6709\u6210\u5343\u4e0a\u842c\u7684\u6a5f\u68b0\u4eba\uff0c\u6bcf\u5929\u90fd\u6703\u589e\u52a0\u5206\u6578\uff0c\u65b0\u7684\u4f7f\u8005\u6b63\u5728\u589e\u52a0\u9019\u9805\u529f\u80fd\u3002<\/p>\n\n\n\n<p id=\"viewer-hdng9\">\u4eca\u5929\u53ef\u7528\u7684\u6a5f\u68b0\u4eba\u6578\u91cf\u8b49\u660e\u4e86\u4f01\u696d\u770b\u5230\u4e86\u9f90\u5927\u7684\u6f5b\u529b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"viewer-7b3be\">\u9019\u4e00\u5207\u662f\u5982\u4f55\u958b\u59cb\u7684\uff1f<\/h3>\n\n\n\n<p id=\"viewer-eehvk\">\u4e00\u4e9b\u6700\u65e9\u7684Chatbot\u8edf\u4ef6\u662fELIZA\u548cSmarterChild\u3002 \u4f0a\u9e97\u838e\u8207\u6cbb\u7642\u5e2b\u4e00\u8d77\u7de8\u5beb\u4e86\u804a\u5929\u53cd\u61c9\uff0c\u8a62\u554f\u7528\u6236\u5c0d\u5b83\u5011\u6240\u8aaa\u7684\u8a71\u7684\u611f\u53d7\u3002 \u5c55\u671b\u672a\u4f86\uff0cSmarterChild\u662f\u4eca\u65e5\u804a\u5929\u6a5f\u68b0\u4eba\u5275\u9020\u7684\u7b2c\u4e00\u500b\u804a\u5929\u7a0b\u5f0f\u3002 \u5b83\u5c55\u793a\u4e86\u901a\u904e\u4fe1\u5f0f\u63a5\u53e3\u63a5\u99c1\u6578\u64da\u5eab\u8cc7\u6599\u7684\u53ef\u80fd\u6027\u3002 \u514b\u91cc\u65af\u6885\u897f\u7d0d\u88ab\u8a8d\u70ba\u5c0dChatbot\u7e41\u69ae\u505a\u51fa\u4e86\u5de8\u5927\u8ca2\u737b\u3002 \u4ed6\u76ee\u524d\u662fUber\u7684\u958b\u767c\u8005\u7d93\u9a57\u9818\u5c0e\u8005\u3002 \u4ed6\u7684\u50f9\u503c\u4e3b\u5f35\u5f88\u7c21\u55ae\uff1a\u5728\u6240\u6709\u5e73\u53f0\u4e0a\u90fd\u53ef\u4ee5\u4f7f\u7528Uber\uff0c\u9019\u6a23\u7528\u6236\u5c31\u53ef\u4ee5\u6839\u64da\u81ea\u5df1\u7684\u9078\u64c7\u9810\u5b9a\u4e00\u8f1b\u6c7d\u8eca\u3002 \u5118\u7ba1Chatbot\u7684\u6545\u4e8b\u4f3c\u4e4e\u5df2\u7d93\u958b\u59cb\u4e86\uff0c\u4f46Chatbot\u7684\u6545\u4e8b\u5f9eELIZA\u958b\u59cb\uff0c\u5230Siri\u548cCortana\u7b49\u73fe\u4ee3\u6703\u8a71\u754c\u9762\u5df2\u7d93\u6709\u4e86\u5f88\u9577\u7684\u8def\u8981\u8d70<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"viewer-gjto7\">\u4ec0\u9ebc\u662f\u4e00\u500b\u597d\u7684\u6a5f\u68b0\u4eba\uff1f<\/h3>\n\n\n\n<p id=\"viewer-pef0y\">\u5c31\u50cf\u540d\u7a31\u6240\u793a\uff0c\u6a5f\u68b0\u4eba\u8207\u4eba\u804a\u5929\u3002 \u5927\u591a\u6578\u4eba\u90fd\u53ef\u4ee5\u901a\u904e\u4fe1\u606f\u8207\u5176\u4ed6\u4eba\u804a\u5929\u3002 \u56e0\u6b64\uff0c\u6700\u597d\u7684\u6a5f\u68b0\u4eba\u5c31\u662f\u90a3\u7a2e\u8868\u73fe\u5f97\u6700\u50cf\u4eba\u985e\u7684\u6a5f\u68b0\u4eba\u3002 \u4e00\u500b\u666e\u904d\u63a5\u53d7\u7684\u6a5f\u68b0\u4eba\u57fa\u6e96\u6e2c\u8a66\u662f\u5716\u9748\u6e2c\u8a66\uff0c\u5176\u4e2d\u67093\u540d\u73a9\u5bb6\u3002 \u7b2c\u4e00\u500b\u73a9\u5bb6\u8207\u53e6\u5916\u5169\u500b\u73a9\u5bb6\u5c0d\u8a71\uff0c\u5176\u4e2d\u4e00\u500b\u662f\u4eba\u985e\uff0c\u53e6\u4e00\u500b\u662f\u804a\u5929\u6a5f\u68b0\u4eba\u3002 \u57285\u5206\u9418\u5167\uff0c\u7b2c\u4e00\u500b\u73a9\u5bb6\u5fc5\u9808\u5728\u4ed6\u5011\u4e4b\u9593\u505a\u51fa\u9078\u64c7\uff0c\u4e26\u8aaa\u51fa\u54ea\u500b\u662f\u4eba\u985e\uff0c\u54ea\u500b\u662f\u6a5f\u68b0\u4eba\u3002 Alan Turing\u8072\u7a31\uff0c\u4e00\u500b\u597d\u7684\u804a\u5929\u6a5f\u68b0\u4eba\u6709\u4e03\u6210\u7684\u6642\u9593\u50cf\u4eba\u985e\u7684\u8b9a\u8a31<\/p>\n\n\n\n<p id=\"viewer-ecr5w\">\u9084\u5728\u7b49\u4ec0\u9ebc<\/p>\n\n\n\n<p id=\"viewer-jnho5\">Messenger\u670d\u52d9\u958b\u59cb\u770b\u8d77\u4f86\u50cf\u4e0b\u4e00\u4ee3UI\uff0c\u53d6\u4ee3\u4e86\u61c9\u7528\u7a0b\u5f0f\u548c\u7db2\u7ad9,    \u4f01\u696d\u6b63\u5728\u97ff\u61c9\u3002 \u70ba\u4e86\u978f\u56fa\u5176\u5728\u4fe1\u606f\u74b0\u5883\u4e2d\u7684\u5730\u4f4d\uff0cFacebook\u6700\u8fd1\u65a5\u8cc7220\u5104\u7f8e\u5143\u6536\u8cfc\u4e86WhatsApp\u3002 \u82b1\u8cbb\u4e86\u5927\u91cf\u7684\u91d1\u9322\uff0c\u6211\u5011\u53ef\u4ee5\u8a8d\u70baFacebook\u5728\u9019\u500b\u884c\u696d\u770b\u5230\u4e86\u5de8\u5927\u7684\u6f5b\u529b\u3002<\/p>\n\n\n\n<p id=\"viewer-attnx\">\u6211\u5011\u7e3d\u662f\u807d\u5230\u90a3\u4e9b\u5343\u79a7\u4e00\u4ee3\u662f\u793e\u4ea4\u5a92\u9ad4\u7684\u4e00\u4ee3\u3002 \u7136\u800c\uff0c\u8fd1\u5e74\u4f86\uff0c\u4ed6\u5011\u5c0d\u6d88\u606f\u61c9\u7528\u7a0b\u5f0f\u7684\u4f9d\u8cf4\u5df2\u7d93\u9060\u9060\u8d85\u904e\u4e86\u4ed6\u5011\u5c0d\u793e\u4ea4\u5a92\u9ad4\u7684\u4f9d\u8cf4\u3002 \u64daBusiness Insider Intelligence\u5831\u5c0e\uff0c\u8fd1\u5e7e\u5e74\u6392\u540d\u524d\u56db\u7684\u6d88\u606f\u61c9\u7528\u7a0b\u5f0f\u5df2\u7d93\u6210\u70ba\u524d\u56db\u5927\u793e\u4ea4\u5a92\u9ad4\u5e73\u53f0\uff0c\u4e26\u4e14\u5df2\u7d93\u6210\u70ba\u667a\u80fd\u624b\u6a5f\u7528\u6236\u4e2d\u6700\u53d7\u6b61\u8fce\u7684\u5169\u6b3e\u61c9\u7528\u7a0b\u5f0f\u3002 \u96a8\u8457\u6211\u5011\u5411\u524d\u767c\u5c55\uff0c\u793e\u4ea4\u5a92\u9ad4\u548c\u4fe1\u606f\u670d\u52d9\u63a1\u7528\u4e4b\u9593\u7684\u5dee\u8ddd\u5c07\u7e7c\u7e8c\u589e\u9577\u3002<\/p>\n\n\n\n<p id=\"viewer-2m43y\">\u7531\u65bc\u4eba\u5011\u5728\u901a\u8a0a\u61c9\u7528\u7a0b\u5f0f\u4e2d\u82b1\u8cbb\u4e86\u5f88\u591a\u6642\u9593\uff0c\u56e0\u6b64\u9019\u4e9b\u61c9\u7528\u7a0b\u5f0f\u88ab\u8996\u70ba\u5ee3\u544a\u7684\u6700\u4f73\u5a92\u9ad4\uff0c\u4e26\u4e14\u6700\u8fd1\u4e5f\u88ab\u5ee3\u6cdb\u7528\u65bc\u958b\u5c55\u696d\u52d9\u4e26\u63d0\u4f9b\u5ba2\u6236\u652f\u63f4\u3002 \u804a\u5929\u6a5f\u68b0\u4eba\u7684\u6642\u4ee3\u5df2\u7d93\u6b63\u5f0f\u964d\u81e8\uff01<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"viewer-f8f2e\">\u804a\u5929\u6a5f\u5668\u4eba\u80cc\u5f8c\u7684\u79d1\u5b78<\/h3>\n\n\n\n<p id=\"viewer-s4rt2\">A Chatbot is a computer program that behaves like a human, that is a classic definition of artificial intelligence. That classic definition is actually an oversimplification as there are a couple of AI technologies at the heart of the chatbot:<\/p>\n\n\n\n<h5 class=\"wp-block-heading\" id=\"viewer-hhnlr\"><\/h5>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"viewer-jfngh\">\u81ea\u7136\u8a9e\u8a00\u8655\u7406\uff08NLP\uff09<\/h3>\n\n\n\n<p id=\"viewer-bau9z\">\u96d6\u7136\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u6db5\u84cb\u4e86\u5927\u91cf\u4e3b\u984c\uff0c\u4f46\u6211\u5011\u53ef\u4ee5\u900f\u904e\u985e\u6bd4\u4e00\u500b\u4eba\u5b78\u7fd2\u65b0\u8a9e\u8a00\u4f86\u6700\u597d\u5730\u7406\u89e3\u5b83\u3002\u525b\u63a5\u89f8\u67d0\u7a2e\u8a9e\u8a00\u7684\u4eba\u53ef\u4ee5\u5728\u95b1\u8b80\u6216\u807d\u5230\u55ae\u5b57\u6642\u7406\u89e3\u4ed6\u5011\u6240\u77e5\u9053\u7684\u55ae\u5b57\u7684\u610f\u601d\u3002\u540c\u6a23\uff0c\u804a\u5929\u6a5f\u5668\u4eba\u53ea\u80fd\u7406\u89e3\u8f38\u5165\u5230\u5176\u5b57\u5178\u4e2d\u7684\u55ae\u5b57\u3002\u96d6\u7136\u5c07\u6574\u500b\u82f1\u8a9e\u8a5e\u5178\u8f38\u5165\u804a\u5929\u6a5f\u5668\u4eba\u7a0b\u5f0f\u975e\u5e38\u5bb9\u6613\uff0c\u4f46\u544a\u8a34\u5b83\u5982\u4f55\u5c07\u4e0d\u540c\u7684\u55ae\u5b57\u7d44\u5408\u6210\u53e5\u5b50\u5247\u56f0\u96e3\u5f97\u591a\u3002\u8b93\u6a5f\u5668\u5b78\u7fd2\u6587\u6cd5\u66f4\u52a0\u56f0\u96e3\uff08\u4e26\u4e0d\u662f\u8aaa\u4eba\u985e\u5b78\u7fd2\u6587\u6cd5\u5f88\u5bb9\u6613\uff01\uff09\u3002\u8207\u4eba\u985e\u4e0d\u540c\uff0c\u6a5f\u5668\u4eba\u5982\u679c\u6c92\u6709\u88ab\u7de8\u7a0b\uff0c\u5c31\u7121\u6cd5\u7406\u89e3\u55ae\u5b57\u7684\u4e0d\u540c\u4e0a\u4e0b\u6587\u7528\u6cd5\u3002\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u662f\u96fb\u8166\u7a0b\u5f0f\u7406\u89e3\u5e38\u898b\u66f8\u9762\u548c\u53e3\u8a9e\u7684\u80fd\u529b\u7684\u540d\u7a31\u3002\u7a0b\u5f0f\u5c0d\u53e5\u5b50\u7684\u7406\u89e3\u8d8a\u597d\uff0c\u5b83\u53ef\u4ee5\u70ba\u4f7f\u7528\u8005\u63d0\u4f9b\u7684\u56de\u61c9\u54c1\u8cea\u5c31\u8d8a\u9ad8\u3002<\/p>\n\n\n\n<p id=\"viewer-49qrj\">\u5982\u4eca NLP \u6700\u597d\u7684\u4f8b\u5b50\u4e4b\u4e00\u5c31\u662f\u5b83\u5728 Google \u641c\u5c0b\u4e2d\u7684\u61c9\u7528\u7a0b\u5f0f\u3002\u5728Google\u4e2d\u8f38\u5165\u985e\u4f3c\u300c\u897f\u96c5\u5716\u7684\u5929\u6c23\u600e\u9ebc\u6a23\u300d\u7684\u5167\u5bb9\uff0cGoogle\u5c07\u5728\u9801\u9762\u9802\u90e8\u7684\u6f02\u4eae\u5361\u7247\u4e2d\u63d0\u4f9b\u5929\u6c23\u8cc7\u8a0a\u3002\u8f38\u5165\u201c\u897f\u96c5\u5716\u4e0b\u96e8\u7684\u53ef\u80fd\u6027\u6709\u591a\u5927\u201d\uff0c\u5b83\u6703\u7d66\u4f60\u76f8\u540c\u7684\u7d50\u679c\u3002\u9019\u662f\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u5be6\u8e10\u7684\u4e00\u500b\u5f88\u597d\u7684\u4f8b\u5b50\u3002 Google bot \u7684 NLP \u7a0b\u5f0f\u8a2d\u8a08\u5df2\u7d93\u8db3\u5920\u6210\u719f\uff0c\u53ef\u4ee5\u7406\u89e3\uff0c\u5118\u7ba1\u554f\u984c\u548c\u63aa\u8fad\u7565\u6709\u4e0d\u540c\uff0c\u4f46\u9019\u5169\u7a2e\u60c5\u6cc1\u90fd\u8981\u6c42\u5b83\u63d0\u53d6\u540c\u4e00\u7d44\u8cc7\u8a0a\u3002<\/p>\n\n\n\n<p id=\"viewer-04eaa\">\u70ba\u4e86\u5be6\u73fe\u826f\u597d\u7684 NLP\uff0c\u804a\u5929\u6a5f\u5668\u4eba\u6703\u624b\u52d5\u8f38\u5165\u6240\u6709\u5e38\u898b\u554f\u984c\u548c\u7b54\u6848\u7684\u53ef\u60f3\u5230\u7684\u8b8a\u9ad4\u3002\u7136\u5f8c\u7de8\u5beb\u6f14\u7b97\u6cd5\u4f86\u5e6b\u52a9\u6a5f\u5668\u4eba\u9069\u61c9\u540c\u7fa9\u8a5e\uff0c\u4e26\u70ba\u6a21\u7cca\u5339\u914d\u7559\u4e0b\u7bc4\u570d\uff0c\u56e0\u70ba\u4eba\u5011\u901a\u5e38\u6703\u4ee5\u591a\u7a2e\u65b9\u5f0f\u63d0\u51fa\u76f8\u540c\u7684\u554f\u984c\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\" id=\"viewer-cij81\"><\/h5>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"viewer-rbhay\">\u6a5f\u5668\u5b78\u7fd2\uff08ML\uff09<\/h3>\n\n\n\n<p id=\"viewer-cn9ld\">\u6a5f\u5668\u5b78\u7fd2\u662f\u8a08\u7b97\u6a5f\u7121\u9700\u4efb\u4f55\u786c\u7de8\u78bc\u5373\u53ef\u81ea\u884c\u5b78\u7fd2\u7684\u80fd\u529b\u3002\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u73fe\u4eca\u5e02\u9762\u4e0a\u7d55\u5927\u591a\u6578\u7684\u804a\u5929\u6a5f\u5668\u4eba\u53ef\u80fd\u90fd\u6c92\u6709\u4f7f\u7528\u6a5f\u5668\u5b78\u7fd2\u3002\u5927\u591a\u6578\u90fd\u4f7f\u7528\u57fa\u65bc\u6aa2\u7d22\u7684\u6a21\u578b\uff0c\u5176\u4e2d\u53ef\u80fd\u7684\u554f\u984c\u548c\u7b54\u6848\u88ab\u786c\u7de8\u78bc\u6210\u985e\u4f3c\u6d41\u7a0b\u5716\u7684\u7d50\u69cb\u3002\u56e0\u6b64\uff0c\u7576\u4eca\u5927\u591a\u6578\u7684\u804a\u5929\u6a5f\u5668\u4eba\u4e26\u6c92\u6709\u771f\u6b63\u5b78\u7fd2\u4f7f\u7528\u6a5f\u5668\u5b78\u7fd2\u4f86\u56de\u7b54\u554f\u984c\uff0c\u800c\u662f\u4ecd\u5728\u5b78\u7fd2\u5728 NLP \u7684\u5e6b\u52a9\u4e0b\u66f4\u597d\u5730\u7406\u89e3\u554f\u984c\u3002\u5c0d\u65bc\u4f7f\u7528 IBM Watson \u6216 Google Assistant \u7b49\u6a5f\u5668\u5b78\u7fd2\u7684\u804a\u5929\u6a5f\u5668\u4eba\u4f86\u8aaa\uff0c\u4e0d\u540c\u4e4b\u8655\u5728\u65bc\u5b83\u5011\u6709\u66f4\u591a\u7684\u8cc7\u6599\u53ef\u4f9b\u8655\u7406\u548c\u8a13\u7df4\u3002\u4eca\u5929\u548c\u4e0d\u4e45\u7684\u5c07\u4f86\u958b\u767c\u7684\u4e00\u4e9b\u804a\u5929\u6a5f\u5668\u4eba\u5c07\u4f7f\u7528\u4e00\u7a2e\u7a31\u70ba\u300c\u76e3\u7763\u5b78\u7fd2\u300d\u7684\u904e\u7a0b\u9032\u884c\u6a5f\u5668\u5b78\u7fd2\u3002<\/p>\n\n\n\n<p id=\"viewer-e8vq4\">\u7c21\u800c\u8a00\u4e4b\uff0c\u6a5f\u5668\u4eba\u91dd\u5c0d\u4e0d\u540c\u554f\u984c\u7d66\u51fa\u7684\u7b54\u6848\u901a\u5e38\u7531\u4eba\u985e\u64cd\u4f5c\u54e1\u6839\u64da\u6e96\u78ba\u6027\u9032\u884c\u8a55\u7d1a\uff0c\u7136\u5f8c\u56de\u994b\u7d66\u6a5f\u5668\u4eba\u3002\u56e0\u6b64\uff0c\u6a5f\u5668\u4eba\u4e0d\u65b7\u5b78\u7fd2\u554f\u984c\u7684\u6b63\u78ba\u548c\u932f\u8aa4\u7b54\u6848\uff0c\u4e26\u4e0d\u65b7\u6539\u9032\u5176\u7b54\u6848\u3002\u5b83\u5c07\u6b63\u78ba\u7684\u7b54\u6848\u5132\u5b58\u5728\u8a18\u61b6\u9ad4\u4e2d\u4e26\u62d2\u7d55\u932f\u8aa4\u7684\u7b54\u6848\u3002<\/p>\n\n\n\n<p id=\"viewer-jigoq\">\u6a5f\u5668\u5b78\u7fd2\u53ef\u80fd\u662f\u804a\u5929\u6a5f\u5668\u4eba\u6700\u91cd\u8981\u7684\u65b9\u9762\uff0c\u5982\u679c\u6c92\u6709\u6a5f\u5668\u5b78\u7fd2\uff0c\u6a5f\u5668\u4eba\u5c07\u4fdd\u6301\u6700\u521d\u7684\u8070\u660e\u6216\u611a\u8822\uff0c\u76f4\u5230\u624b\u52d5\u66f4\u6539\u5176\u7a0b\u5f0f\u78bc\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\" id=\"viewer-0hxv2\"><\/h5>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"viewer-oji6w\">\u60c5\u7dd2\u5206\u6790<\/h3>\n\n\n\n<p id=\"viewer-27rai\">\u5118\u7ba1\u6a5f\u5668\u5b78\u7fd2\u5c0d\u65bc\u804a\u5929\u6a5f\u5668\u4eba\u96a8\u8457\u6642\u9593\u7684\u63a8\u79fb\u64f4\u5c55\u5176\u56de\u61c9\u8a5e\u5178\u81f3\u95dc\u91cd\u8981\uff0c\u4e26\u4e14 NLP \u6709\u52a9\u65bc\u7406\u89e3\u7528\u6236\u8f38\u5165\u7684\u554f\u984c\u548c\u9673\u8ff0\uff0c\u4f46\u9019\u5169\u8005\u4e0d\u8db3\u4ee5\u8b93\u804a\u5929\u6a5f\u5668\u4eba\u5728\u5c0d\u8a71\u4e2d\u7372\u5f97\u5b8c\u6574\u7684\u4e0a\u4e0b\u6587\u7406\u89e3\u3002<\/p>\n\n\n\n<p id=\"viewer-izq6q\">\u5c0d\u65bc\u4efb\u4f55\u5728\u5ba2\u6236\u670d\u52d9\u9818\u57df\u5de5\u4f5c\u904e\u4e00\u6bb5\u6642\u9593\u7684\u4eba\u4f86\u8aaa\uff0c\u4f60\u5c0d\u5ba2\u6236\u7684\u56de\u61c9\u65b9\u5f0f\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u53d6\u6c7a\u65bc\u4ed6\u5011\u7576\u6642\u7684\u60c5\u7dd2\u72c0\u614b\u3002\u6211\u5011\u751f\u6d3b\u5728\u4e00\u500b\u6d88\u8cbb\u8005\u53ef\u4ee5\u900f\u904e\u516c\u5171\u7ba1\u9053\u8f15\u9b06\u5411\u516c\u53f8\u8868\u9054\u4e0d\u6eff\u7684\u6642\u4ee3\uff0c\u56e0\u6b64\u4e86\u89e3\u5ba2\u6236\u4f55\u6642\u904e\u71b1\u4e26\u63d0\u4f9b\u984d\u5916\u7684\u8b93\u6b65\u5c0d\u65bc\u6210\u529f\u7ba1\u7406\u5ba2\u6236\u95dc\u4fc2\u81f3\u95dc\u91cd\u8981\u3002<\/p>\n\n\n\n<p id=\"viewer-vpowi\">NLP 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id=\"viewer-4s9ns\"><\/h5>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"viewer-c8r1m\">\u6e2c\u8a66<\/h3>\n\n\n\n<p 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id=\"viewer-dw5p5\">\u5728\u60a8\u5c0d\u7576\u524d\u610f\u5716\u611f\u5230\u6eff\u610f\u5f8c\uff0c\u6e2c\u8a66\u5305\u62ec 3 \u500b\u4e3b\u8981\u65b9\u6cd5\uff0c\u5b83\u5011\u662f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8a13\u7df4<\/li>\n\n\n\n<li>\u7f6e\u4fe1\u5ea6\u8abf\u6574<\/li>\n\n\n\n<li>\u5c0d\u8a71\u5f0f\u6e2c\u8a66<\/li>\n<\/ul>\n\n\n\n<p id=\"viewer-tzhpn\">\u8981\u771f\u6b63\u4f7f\u7528\u804a\u5929\u6a5f\u5668\u4eba\u4f86\u5be6\u73fe\u76ee\u6a19\uff0c\u60a8\u53ef\u4ee5\uff1a<\/p>\n\n\n\n<p id=\"viewer-o4m6w\">\u7576\u7136\uff0c\u60a8\u53ef\u4ee5\u81ea\u5df1\u69cb\u5efa\uff0c\u6216\u50f1\u7528\u5176\u4ed6\u4eba\u70ba\u60a8\u505a\u3002\u4f46\u6bcf\u7a2e\u65b9\u6cd5\u90fd\u6709\u512a\u9ede\u548c\u7f3a\u9ede\u3002\u5982\u679c\u60a8\u81ea\u5df1\u5efa\u9020\u5b83\uff0c\u60a8\u88fd\u4f5c\u7684 NLP \u6216\u60a8\u4f7f\u7528\u7684\u7b2c\u4e09\u65b9 NLP 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