{"id":2053,"date":"2026-05-11T21:24:19","date_gmt":"2026-05-11T13:24:19","guid":{"rendered":"https:\/\/dianshudata.com\/story\/2026\/05\/11\/pediatrics-medical-qa-dataset\/"},"modified":"2026-05-11T21:24:20","modified_gmt":"2026-05-11T13:24:20","slug":"pediatrics-medical-qa-dataset","status":"publish","type":"post","link":"https:\/\/dianshudata.com\/story\/2026\/05\/11\/pediatrics-medical-qa-dataset\/","title":{"rendered":"\u513f\u79d1\u533b\u7597\u95ee\u7b54\u6570\u636e\u96c6_101602\u6761\u4e13\u4e1a\u513f\u79d1\u533b\u751f\u54a8\u8be2\u5bf9\u8bdd\u6570\u636e_\u6db5\u76d6\u8425\u517b\u53d1\u80b2\u8033\u9f3b\u5589\u7b49\u591a\u4e2a\u79d1\u5ba4_\u9002\u7528\u4e8e\u533b\u7597AI\u8bad\u7ec3\u548c\u667a\u80fd\u95ee\u7b54\u7cfb\u7edf\u5f00\u53d1"},"content":{"rendered":"<p>\u5f15\u8a00\u4e0e\u80cc\u666f<\/p>\n<p>\u513f\u79d1\u533b\u7597\u95ee\u7b54\u6570\u636e\u96c6\u662f\u4e00\u4e2a\u4e13\u95e8\u9488\u5bf9\u513f\u7ae5\u5065\u5eb7\u533b\u7597\u9886\u57df\u7684\u4e13\u4e1a\u95ee\u7b54\u6570\u636e\u96c6\uff0c\u5305\u542b\u4e86\u8d85\u8fc710\u4e07\u6761\u771f\u5b9e\u7684\u513f\u79d1\u533b\u7597\u54a8\u8be2\u5bf9\u8bdd\u8bb0\u5f55\u3002\u8be5\u6570\u636e\u96c6\u5bf9\u4e8e\u63a8\u52a8\u533b\u7597\u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u3001\u63d0\u5347\u667a\u80fd\u533b\u7597\u95ee\u7b54\u7cfb\u7edf\u7684\u670d\u52a1\u8d28\u91cf\u5177\u6709&#8230;<\/p>\n<blockquote>\n<h2>\u53c2\u8003\u6570\u636e\u96c6\uff1a<a href=\"https:\/\/dianshudata.com\/dataDetail\/13842\">\u513f\u79d1\u533b\u7597\u95ee\u7b54\u6570\u636e\u96c6<\/a><\/h2>\n<\/blockquote>\n<h2>\u5f15\u8a00\u4e0e\u80cc\u666f<\/h2>\n<p>\u513f\u79d1\u533b\u7597\u95ee\u7b54\u6570\u636e\u96c6\u662f\u4e00\u4e2a\u4e13\u95e8\u9488\u5bf9\u513f\u7ae5\u5065\u5eb7\u533b\u7597\u9886\u57df\u7684\u4e13\u4e1a\u95ee\u7b54\u6570\u636e\u96c6\uff0c\u5305\u542b\u4e86\u8d85\u8fc710\u4e07\u6761\u771f\u5b9e\u7684\u513f\u79d1\u533b\u7597\u54a8\u8be2\u5bf9\u8bdd\u8bb0\u5f55\u3002\u8be5\u6570\u636e\u96c6\u5bf9\u4e8e\u63a8\u52a8\u533b\u7597\u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u3001\u63d0\u5347\u667a\u80fd\u533b\u7597\u95ee\u7b54\u7cfb\u7edf\u7684\u670d\u52a1\u8d28\u91cf\u5177\u6709\u91cd\u8981\u610f\u4e49\u3002\u6570\u636e\u96c6\u6db5\u76d6\u4e86\u513f\u79d1\u533b\u7597\u7684\u591a\u4e2a\u4e13\u4e1a\u9886\u57df\uff0c\u5305\u62ec\u5185\u79d1\u3001\u8425\u517b\u4fdd\u5065\u79d1\u3001\u8033\u9f3b\u5589\u79d1\u3001\u795e\u7ecf\u5185\u79d1\u3001\u65b0\u751f\u513f\u79d1\u3001\u5916\u79d1\u3001\u513f\u79d1\u5176\u4ed6\u3001\u773c\u79d1\u3001\u9aa8\u79d1\u3001\u5c0f\u513f\u53e3\u8154\u79d1\u3001\u7cbe\u795e\u5fc3\u7406\u7b49\u591a\u4e2a\u79d1\u5ba4\u7684\u4e13\u4e1a\u95ee\u7b54\u5185\u5bb9\uff0c\u4e3a\u533b\u7597AI\u6a21\u578b\u8bad\u7ec3\u3001\u667a\u80fd\u5ba2\u670d\u7cfb\u7edf\u5f00\u53d1\u3001\u533b\u7597\u77e5\u8bc6\u56fe\u8c31\u6784\u5efa\u7b49\u5e94\u7528\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u6570\u636e\u8d44\u6e90\u3002<\/p>\n<p>\u8be5\u6570\u636e\u96c6\u5305\u542b\u5b8c\u6574\u7684\u95ee\u7b54\u5bf9\u8bdd\u8bb0\u5f55\uff0c\u6bcf\u6761\u8bb0\u5f55\u5747\u7531\u4e13\u4e1a\u79d1\u5ba4\u5206\u7c7b\u3001\u95ee\u9898\u6807\u9898\u3001\u60a3\u8005\u54a8\u8be2\u5185\u5bb9\u548c\u533b\u751f\u4e13\u4e1a\u56de\u7b54\u56db\u4e2a\u6838\u5fc3\u5b57\u6bb5\u7ec4\u6210\u3002\u8fd9\u4e9b\u6570\u636e\u6765\u6e90\u4e8e\u771f\u5b9e\u7684\u533b\u7597\u54a8\u8be2\u573a\u666f\uff0c\u53cd\u6620\u4e86\u5b9e\u9645\u533b\u7597\u54a8\u8be2\u4e2d\u7684\u5e38\u89c1\u95ee\u9898\u548c\u4e13\u4e1a\u89e3\u7b54\uff0c\u5177\u6709\u5f88\u9ad8\u7684\u5b9e\u7528\u4ef7\u503c\u548c\u7814\u7a76\u4ef7\u503c\u3002\u5bf9\u4e8e\u79d1\u7814\u5de5\u4f5c\u8005\u800c\u8a00\uff0c\u8be5\u6570\u636e\u96c6\u53ef\u7528\u4e8e\u533b\u7597\u6587\u672c\u6316\u6398\u3001\u95ee\u7b54\u7cfb\u7edf\u4f18\u5316\u3001\u77e5\u8bc6\u56fe\u8c31\u6784\u5efa\u3001\u533b\u7597NLP\u6a21\u578b\u8bad\u7ec3\u7b49\u7814\u7a76\u65b9\u5411\uff1b\u5bf9\u4e8e\u4ea7\u4e1a\u5e94\u7528\u800c\u8a00\uff0c\u8be5\u6570\u636e\u96c6\u53ef\u76f4\u63a5\u5e94\u7528\u4e8e\u667a\u80fd\u533b\u7597\u54a8\u8be2\u5e73\u53f0\u3001AI\u533b\u7597\u52a9\u624b\u3001\u5728\u7ebf\u95ee\u8bca\u7cfb\u7edf\u7b49\u4ea7\u54c1\u7684\u5f00\u53d1\u4e0e\u4f18\u5316\u3002<\/p>\n<h2>\u6570\u636e\u57fa\u672c\u4fe1\u606f<\/h2>\n<h3>\u6570\u636e\u5b57\u6bb5\u8bf4\u660e<\/h3>\n<table>\n<thead>\n<tr>\n<th>\u5b57\u6bb5\u540d\u79f0<\/th>\n<th>\u5b57\u6bb5\u7c7b\u578b<\/th>\n<th>\u5b57\u6bb5\u542b\u4e49<\/th>\n<th>\u6570\u636e\u793a\u4f8b<\/th>\n<th>\u5b8c\u6574\u6027<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>department<\/td>\n<td>\u6587\u672c<\/td>\n<td>\u79d1\u5ba4\u5206\u7c7b<\/td>\n<td>\u5185\u79d1<\/td>\n<td>100.00%<\/td>\n<\/tr>\n<tr>\n<td>title<\/td>\n<td>\u6587\u672c<\/td>\n<td>\u95ee\u9898\u6807\u9898<\/td>\n<td>\u5c0f\u5b69\u624b\u8db3\u53e3\u75c5\u540e\u54b3\u55fd\u5455\u5410\u4f1a\u662f\u600e\u4e48\u56de\u4e8b\u5417<\/td>\n<td>100.00%<\/td>\n<\/tr>\n<tr>\n<td>ask<\/td>\n<td>\u6587\u672c<\/td>\n<td>\u60a3\u8005\u54a8\u8be2<\/td>\n<td>\u672c\u4eba\u597326\u5c81\u5e73\u5e38\u8be5\u4f1a\u8eab\u4f53\u4e0d\u77e5\u9053\u662f\u4ec0\u4e48\u60c5\u51b5\uff0c\u8001\u662f\u53c8\u4e0d\u4e00\u6837\u7684\u611f\u89c9\uff0c\u8bf7\u95ee\uff1a\u5c0f\u5b69\u624b\u8db3\u53e3\u75c5\u540e\u54b3\u55fd\u5455\u5410\u4f1a\u662f\u600e\u4e48\u56de\u4e8b\u5417<\/td>\n<td>99.99%<\/td>\n<\/tr>\n<tr>\n<td>answer<\/td>\n<td>\u6587\u672c<\/td>\n<td>\u533b\u751f\u56de\u7b54<\/td>\n<td>\u54b3\u7684\u65f6\u5019\u7531\u4e8e\u523a\u6fc0\u54bd\u90e8\u6709\u53ef\u80fd\u518d\u6b21\u51fa\u73b0\u6076\u5fc3\u5e72\u5455\u7684\u60c5\u51b5\uff0c\u8fd9\u5e94\u8be5\u662f\u4e00\u79cd\u6b63\u5e38\u7684\u73b0\u8c61\uff0c\u5982\u679c\u8fd9\u4e2a\u5b69\u5b50\u53cd\u53cd\u590d\u590d\u7684\u518d\u6b21\u51fa\u73b0\u54b3\uff0c\u9700\u8981\u6709\u9ad8\u5ea6\u8d28\u7591\u6c14\u7ba1\u708e\u6216\u8005\u80ba\u708e\u7684\u53ef\u80fd\uff0c\u5e94\u5f53\u8fdb\u884c\u8fdb\u4e00\u6b65\u7684\u4ed4\u7ec6\u68c0\u67e5\u7136\u540e\uff0c\u60a3\u8005\u9700\u8981\u505a\u5230\u996e\u98df\u6709\u8282\uff0c\u89c4\u5f8b\u4f5c\u606f\uff0c\u8c03\u8282\u8eab\u5fc3\u5065\u5eb7\uff0c\u5728\u751f\u6d3b\u4e2d\u6ce8\u610f\u8981\u4fdd\u6301\u826f\u597d\u7684\u5fc3\u60c5\uff0c\u8981\u591a\u5403\u6e05\u6de1\u7a00\u8f6f\u7684\u98df\u7269\uff0c\u591a\u559d\u6c34\u4e5f\u8981\u591a\u5403\u4e00\u4e9b\u852c\u83dc\u4e0e\u6c34\u679c\u3002<\/td>\n<td>100.00%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u6570\u636e\u89c4\u6a21\u7edf\u8ba1<\/h3>\n<ul>\n<li><strong>\u603b\u8bb0\u5f55\u6570<\/strong>: 101,602 \u6761<\/li>\n<li><strong>\u6570\u636e\u5b57\u6bb5\u6570<\/strong>: 4 \u4e2a<\/li>\n<li><strong>\u6570\u636e\u683c\u5f0f<\/strong>: CSV\u683c\u5f0f<\/li>\n<li><strong>\u7f16\u7801\u65b9\u5f0f<\/strong>: GBK\/GB2312<\/li>\n<li><strong>\u6570\u636e\u6765\u6e90<\/strong>: \u771f\u5b9e\u533b\u7597\u54a8\u8be2\u573a\u666f<\/li>\n<\/ul>\n<h3>\u6570\u636e\u5206\u5e03\u60c5\u51b5<\/h3>\n<h4>\u79d1\u5ba4\u5206\u7c7b\u5206\u5e03<\/h4>\n<table>\n<thead>\n<tr>\n<th>\u79d1\u5ba4\u540d\u79f0<\/th>\n<th>\u8bb0\u5f55\u6570\u91cf<\/th>\n<th>\u5360\u6bd4<\/th>\n<th>\u7d2f\u8ba1\u5360\u6bd4<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5185\u79d1<\/td>\n<td>25,636<\/td>\n<td>25.23%<\/td>\n<td>25.23%<\/td>\n<\/tr>\n<tr>\n<td>\u8425\u517b\u4fdd\u5065\u79d1<\/td>\n<td>18,322<\/td>\n<td>18.03%<\/td>\n<td>43.26%<\/td>\n<\/tr>\n<tr>\n<td>\u8033\u9f3b\u5589\u79d1<\/td>\n<td>17,337<\/td>\n<td>17.06%<\/td>\n<td>60.32%<\/td>\n<\/tr>\n<tr>\n<td>\u795e\u7ecf\u5185\u79d1<\/td>\n<td>13,759<\/td>\n<td>13.54%<\/td>\n<td>73.86%<\/td>\n<\/tr>\n<tr>\n<td>\u65b0\u751f\u513f\u79d1<\/td>\n<td>10,069<\/td>\n<td>9.91%<\/td>\n<td>83.77%<\/td>\n<\/tr>\n<tr>\n<td>\u5916\u79d1<\/td>\n<td>6,350<\/td>\n<td>6.25%<\/td>\n<td>90.02%<\/td>\n<\/tr>\n<tr>\n<td>\u513f\u79d1\u5176\u4ed6<\/td>\n<td>5,839<\/td>\n<td>5.75%<\/td>\n<td>95.77%<\/td>\n<\/tr>\n<tr>\n<td>\u773c\u79d1<\/td>\n<td>2,528<\/td>\n<td>2.49%<\/td>\n<td>98.26%<\/td>\n<\/tr>\n<tr>\n<td>\u9aa8\u79d1<\/td>\n<td>1,741<\/td>\n<td>1.71%<\/td>\n<td>99.97%<\/td>\n<\/tr>\n<tr>\n<td>\u5c0f\u513f\u53e3\u8154\u79d1<\/td>\n<td>14<\/td>\n<td>0.01%<\/td>\n<td>99.98%<\/td>\n<\/tr>\n<tr>\n<td>\u7cbe\u795e\u5fc3\u7406<\/td>\n<td>7<\/td>\n<td>0.01%<\/td>\n<td>99.99%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>\u95ee\u9898\u6807\u9898\u5206\u5e03\uff08Top 20\uff09<\/h4>\n<table>\n<thead>\n<tr>\n<th>\u95ee\u9898\u6807\u9898<\/th>\n<th>\u8bb0\u5f55\u6570\u91cf<\/th>\n<th>\u5360\u6bd4<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>5\u4e2a\u6708\u7684\u5b9d\u5b9d\u7231\u54ac\u4e0b\u5507\u600e\u4e48\u529e<\/td>\n<td>7<\/td>\n<td>0.007%<\/td>\n<\/tr>\n<tr>\n<td>\u624b\u8db3\u53e3\u75c5<\/td>\n<td>6<\/td>\n<td>0.006%<\/td>\n<\/tr>\n<tr>\n<td>\u5c0f\u5b69\u8865\u9499\u8981\u8865\u591a\u4e45<\/td>\n<td>5<\/td>\n<td>0.005%<\/td>\n<\/tr>\n<tr>\n<td>\u513f\u7ae5\u53d1\u70ed\u5982\u4f55\u9000\u70ed<\/td>\n<td>4<\/td>\n<td>0.004%<\/td>\n<\/tr>\n<tr>\n<td>\u624b\u8db3\u53e3\u75c5\u5403\u4ec0\u4e48\u836f<\/td>\n<td>4<\/td>\n<td>0.004%<\/td>\n<\/tr>\n<tr>\n<td>\u5a74\u513f\u5982\u4f55\u5224\u65ad\u662f\u5426\u8131\u81fc\u554a\uff1f<\/td>\n<td>4<\/td>\n<td>0.004%<\/td>\n<\/tr>\n<tr>\n<td>\u8bf7\u95ee\u5c0f\u513f\u766b\u75eb\u4e2d\u836f\u6cbb\u7597\u9700\u8981\u591a\u4e45\u65f6\u95f4\uff0c\u5927\u6982\u9700\u8981\u591a<\/td>\n<td>4<\/td>\n<td>0.004%<\/td>\n<\/tr>\n<tr>\n<td>\u5c0f\u513f\u80a5\u80d6\u75c7\u7684\u75c5\u56e0\u6709\u54ea\u4e9b\uff1f<\/td>\n<td>3<\/td>\n<td>0.003%<\/td>\n<\/tr>\n<tr>\n<td>\u624b\u8db3\u53e3\u75c5\u4f1a\u4f20\u67d3\u5417\uff1f<\/td>\n<td>3<\/td>\n<td>0.003%<\/td>\n<\/tr>\n<tr>\n<td>\u819d\u76d6\u9aa8\u819c\u708e\u6709\u4ec0\u4e48\u75c7\u72b6<\/td>\n<td>3<\/td>\n<td>0.003%<\/td>\n<\/tr>\n<tr>\n<td>\u4e09\u4e2a\u6708\u5b9d\u5b9d\u4fbf\u79d8\u600e\u4e48\u529e<\/td>\n<td>3<\/td>\n<td>0.003%<\/td>\n<\/tr>\n<tr>\n<td>\u5b9d\u5b9d\u53cd\u590d\u9ad8\u70e7\u600e\u4e48\u529e<\/td>\n<td>3<\/td>\n<td>0.003%<\/td>\n<\/tr>\n<tr>\n<td>\u5b69\u5b50\u53cd\u590d\u53d1\u70e7\u600e\u4e48\u529e<\/td>\n<td>3<\/td>\n<td>0.003%<\/td>\n<\/tr>\n<tr>\n<td>\u6bcd\u4e73\u6027\u9ec4\u75b8\u53ea\u5403\u8335\u6800\u9ec4\u4e0d\u505c\u6bcd\u4e73\u53ef\u4ee5\u9000\u9ec4\u5417<\/td>\n<td>3<\/td>\n<td>0.003%<\/td>\n<\/tr>\n<tr>\n<td>\u4e24\u5468\u5c81\u5b9d\u5b9d\u5c0f\u513f\u8fc7\u654f\u6027\u7d2b\u765c\u600e\u4e48\u6cbb\uff1f<\/td>\n<td>3<\/td>\n<td>0.003%<\/td>\n<\/tr>\n<tr>\n<td>\u56db\u4e2a\u6708\u7684\u5b9d\u5b9d\u62c9\u809a\u5b50\u600e\u4e48\u529e\uff1f<\/td>\n<td>3<\/td>\n<td>0.003%<\/td>\n<\/tr>\n<tr>\n<td>\u5b9d\u5b9d\u8179\u6cfb\uff0c\u5403\u4e86\u8179\u6cfb\u5976\u7c89\u597d\u4e86\u6362\u6210\u7231\u4ed6\u7f8e\u53c8\u62c9\uff0c\u8be5<\/td>\n<td>3<\/td>\n<td>0.003%<\/td>\n<\/tr>\n<tr>\n<td>\u5b9d\u5b9d\u5927\u4fbf\u51fa\u8840\u4e3a\u4ec0\u4e48<\/td>\n<td>3<\/td>\n<td>0.003%<\/td>\n<\/tr>\n<tr>\n<td>\u5c0f\u5b69\u5934\u6454\u4e86\u4e2a\u5305\u8be5\u600e\u4e48\u529e<\/td>\n<td>3<\/td>\n<td>0.003%<\/td>\n<\/tr>\n<tr>\n<td>\u4e24\u5c81\u534a\u5b9d\u5b9d\u5927\u4fbf\u5e72\u7ed3\uff0c\u9897\u7c92\u72b6\uff0c\u6392\u4fbf\u8d39\u52b2\uff0c\u5403\u4ec0\u4e48<\/td>\n<td>3<\/td>\n<td>0.003%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>\u6587\u672c\u957f\u5ea6\u5206\u5e03<\/h4>\n<table>\n<thead>\n<tr>\n<th>\u5b57\u6bb5<\/th>\n<th>\u5e73\u5747\u957f\u5ea6<\/th>\n<th>\u6700\u77ed\u957f\u5ea6<\/th>\n<th>\u6700\u957f\u957f\u5ea6<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u60a3\u8005\u54a8\u8be2(ask)<\/td>\n<td>60 \u5b57\u7b26<\/td>\n<td>1 \u5b57\u7b26<\/td>\n<td>1,011 \u5b57\u7b26<\/td>\n<\/tr>\n<tr>\n<td>\u533b\u751f\u56de\u7b54(answer)<\/td>\n<td>162 \u5b57\u7b26<\/td>\n<td>2 \u5b57\u7b26<\/td>\n<td>9,332 \u5b57\u7b26<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u6570\u636e\u4f18\u52bf<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u4f18\u52bf\u7279\u5f81<\/th>\n<th>\u5177\u4f53\u8868\u73b0<\/th>\n<th>\u5e94\u7528\u4ef7\u503c<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u6570\u636e\u89c4\u6a21\u5927<\/td>\n<td>\u5305\u542b101,602\u6761\u4e13\u4e1a\u533b\u7597\u95ee\u7b54\u8bb0\u5f55\uff0c\u6570\u636e\u91cf\u5145\u8db3<\/td>\n<td>\u53ef\u7528\u4e8e\u8bad\u7ec3\u5927\u89c4\u6a21\u533b\u7597AI\u6a21\u578b\uff0c\u63d0\u9ad8\u6a21\u578b\u6cdb\u5316\u80fd\u529b<\/td>\n<\/tr>\n<tr>\n<td>\u6570\u636e\u8d28\u91cf\u9ad8<\/td>\n<td>\u6240\u6709\u95ee\u7b54\u5185\u5bb9\u5747\u6765\u81ea\u771f\u5b9e\u533b\u7597\u54a8\u8be2\u573a\u666f\uff0c\u4e13\u4e1a\u6027\u5f3a<\/td>\n<td>\u786e\u4fdd\u6a21\u578b\u8bad\u7ec3\u6570\u636e\u7684\u771f\u5b9e\u6027\u548c\u5b9e\u7528\u6027\uff0c\u63d0\u5347AI\u7cfb\u7edf\u7684\u4e13\u4e1a\u6c34\u5e73<\/td>\n<\/tr>\n<tr>\n<td>\u8986\u76d6\u9886\u57df\u5e7f<\/td>\n<td>\u6db5\u76d6\u5185\u79d1\u3001\u8425\u517b\u4fdd\u5065\u79d1\u3001\u8033\u9f3b\u5589\u79d1\u3001\u795e\u7ecf\u5185\u79d1\u3001\u65b0\u751f\u513f\u79d1\u3001\u5916\u79d1\u3001\u773c\u79d1\u3001\u9aa8\u79d1\u7b4911\u4e2a\u513f\u79d1\u4e13\u4e1a\u9886\u57df<\/td>\n<td>\u652f\u6301\u591a\u9886\u57df\u533b\u7597AI\u5e94\u7528\u5f00\u53d1\uff0c\u6ee1\u8db3\u4e0d\u540c\u79d1\u5ba4\u7684\u667a\u80fd\u95ee\u7b54\u9700\u6c42<\/td>\n<\/tr>\n<tr>\n<td>\u95ee\u7b54\u5bf9\u5b8c\u6574<\/td>\n<td>\u6bcf\u6761\u8bb0\u5f55\u5305\u542b\u5b8c\u6574\u7684\u60a3\u8005\u54a8\u8be2\u548c\u533b\u751f\u4e13\u4e1a\u56de\u7b54<\/td>\n<td>\u53ef\u76f4\u63a5\u7528\u4e8e\u95ee\u7b54\u7cfb\u7edf\u8bad\u7ec3\uff0c\u652f\u6301\u7aef\u5230\u7aef\u7684\u6a21\u578b\u5b66\u4e60<\/td>\n<\/tr>\n<tr>\n<td>\u7ed3\u6784\u5316\u7a0b\u5ea6\u9ad8<\/td>\n<td>\u6570\u636e\u5305\u542b\u79d1\u5ba4\u5206\u7c7b\u3001\u95ee\u9898\u6807\u9898\u7b49\u7ed3\u6784\u5316\u5b57\u6bb5<\/td>\n<td>\u4fbf\u4e8e\u6570\u636e\u5206\u6790\u548c\u77e5\u8bc6\u62bd\u53d6\uff0c\u652f\u6301\u5206\u7c7b\u6a21\u578b\u548c\u591a\u4efb\u52a1\u5b66\u4e60<\/td>\n<\/tr>\n<tr>\n<td>\u4e13\u4e1a\u672f\u8bed\u4e30\u5bcc<\/td>\n<td>\u5305\u542b\u5927\u91cf\u513f\u79d1\u533b\u7597\u4e13\u4e1a\u672f\u8bed\u548c\u5e38\u89c1\u75c5\u75c7\u63cf\u8ff0<\/td>\n<td>\u63d0\u5347\u533b\u7597NLP\u6a21\u578b\u7684\u9886\u57df\u9002\u5e94\u6027\uff0c\u6539\u5584\u4e13\u4e1a\u672f\u8bed\u8bc6\u522b\u80fd\u529b<\/td>\n<\/tr>\n<tr>\n<td>\u573a\u666f\u771f\u5b9e<\/td>\n<td>\u6570\u636e\u6765\u6e90\u4e8e\u5b9e\u9645\u533b\u7597\u54a8\u8be2\u573a\u666f\uff0c\u53cd\u6620\u771f\u5b9e\u7528\u6237\u9700\u6c42<\/td>\n<td>\u63d0\u9ad8AI\u7cfb\u7edf\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u8868\u73b0\uff0c\u51cf\u5c11\u6a21\u578b\u4e0e\u771f\u5b9e\u573a\u666f\u7684\u5dee\u8ddd<\/td>\n<\/tr>\n<tr>\n<td>\u6807\u6ce8\u4fe1\u606f\u5b8c\u6574<\/td>\n<td>\u6bcf\u6761\u8bb0\u5f55\u5747\u5305\u542b\u660e\u786e\u7684\u79d1\u5ba4\u5206\u7c7b\u548c\u95ee\u9898\u6807\u9898\u6807\u6ce8<\/td>\n<td>\u652f\u6301\u76d1\u7763\u5b66\u4e60\u4efb\u52a1\uff0c\u53ef\u7528\u4e8e\u5206\u7c7b\u6a21\u578b\u548c\u68c0\u7d22\u7cfb\u7edf\u8bad\u7ec3<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u6570\u636e\u6837\u4f8b<\/h2>\n<p>\u4ee5\u4e0b\u662f\u6570\u636e\u96c6\u4e2d\u7684\u4ee3\u8868\u6027\u6837\u4f8b\uff0c\u6db5\u76d6\u4e86\u4e0d\u540c\u79d1\u5ba4\u3001\u4e0d\u540c\u95ee\u9898\u7c7b\u578b\u7684\u95ee\u7b54\u8bb0\u5f55\uff1a<\/p>\n<h3>\u6837\u4f8b 1<\/h3>\n<p><strong>\u79d1\u5ba4<\/strong>: \u5185\u79d1<br \/>\n<strong>\u95ee\u9898\u6807\u9898<\/strong>: \u5c0f\u5b69\u624b\u8db3\u53e3\u75c5\u540e\u54b3\u55fd\u5455\u5410\u4f1a\u662f\u600e\u4e48\u56de\u4e8b\u5417<br \/>\n<strong>\u60a3\u8005\u54a8\u8be2<\/strong>: \u672c\u4eba\u597326\u5c81\u5e73\u5e38\u8be5\u4f1a\u8eab\u4f53\u4e0d\u77e5\u9053\u662f\u4ec0\u4e48\u60c5\u51b5\uff0c\u8001\u662f\u53c8\u4e0d\u4e00\u6837\u7684\u611f\u89c9\uff0c\u8bf7\u95ee\uff1a\u5c0f\u5b69\u624b\u8db3\u53e3\u75c5\u540e\u54b3\u55fd\u5455\u5410\u4f1a\u662f\u600e\u4e48\u56de\u4e8b\u5417<br \/>\n<strong>\u533b\u751f\u56de\u7b54<\/strong>: \u54b3\u7684\u65f6\u5019\u7531\u4e8e\u523a\u6fc0\u54bd\u90e8\u6709\u53ef\u80fd\u518d\u6b21\u51fa\u73b0\u6076\u5fc3\u5e72\u5455\u7684\u60c5\u51b5\uff0c\u8fd9\u5e94\u8be5\u662f\u4e00\u79cd\u6b63\u5e38\u7684\u73b0\u8c61\uff0c\u5982\u679c\u8fd9\u4e2a\u5b69\u5b50\u53cd\u53cd\u590d\u590d\u7684\u518d\u6b21\u51fa\u73b0\u54b3\uff0c\u9700\u8981\u6709\u9ad8\u5ea6\u8d28\u7591\u6c14\u7ba1\u708e\u6216\u8005\u80ba\u708e\u7684\u53ef\u80fd\uff0c\u5e94\u5f53\u8fdb\u884c\u8fdb\u4e00\u6b65\u7684\u4ed4\u7ec6\u68c0\u67e5\u7136\u540e\uff0c\u60a3\u8005\u9700\u8981\u505a\u5230\u996e\u98df\u6709\u8282\uff0c\u89c4\u5f8b\u4f5c\u606f\uff0c\u8c03\u8282\u8eab\u5fc3\u5065\u5eb7\uff0c\u5728\u751f\u6d3b\u4e2d\u6ce8\u610f\u8981\u4fdd\u6301\u826f\u597d\u7684\u5fc3\u60c5\uff0c\u8981\u591a\u5403\u6e05\u6de1\u7a00\u8f6f\u7684\u98df\u7269\uff0c\u591a\u559d\u6c34\u4e5f\u8981\u591a\u5403\u4e00\u4e9b\u852c\u83dc\u4e0e\u6c34\u679c\u3002<\/p>\n<h3>\u6837\u4f8b 2<\/h3>\n<p><strong>\u79d1\u5ba4<\/strong>: \u5185\u79d1<br \/>\n<strong>\u95ee\u9898\u6807\u9898<\/strong>: \u4e94\u4e2a\u6708\u5b9d\u5b9d\u611f\u5192\u54b3\u55fd\u54ed\u7684\u58f0\u97f3\u54d1\u4e86\u600e\u4e48\u529e<br \/>\n<strong>\u60a3\u8005\u54a8\u8be2<\/strong>: \u7537\u5b9d\u5b9d\uff0c\u6700\u8fd1\u54b3\u55fd\uff0c\u6d41\u9f3b\u6d95\uff0c\u8bf7\u95ee\uff1a\u4e94\u4e2a\u6708\u5b9d\u5b9d\u611f\u5192\u54b3\u55fd\u54ed\u7684\u58f0\u97f3\u54d1\u4e86\u600e\u4e48\u529e<br \/>\n<strong>\u533b\u751f\u56de\u7b54<\/strong>: \u6839\u636e\u4f60\u7684\u75c5\u53f2\u53d9\u8ff0\uff0c\u4f60\u5bb6\u5b9d\u5b9d\u624d\u5c0f\u534a\u5e74\uff0c\u518d\u6b21\u51fa\u73b0\u4e86\u547c\u5438\u9053\u7684\u4f20\u67d3\uff0c\u56e0\u4e3a\u5b9d\u5b9d\u8fd9\u4e48\u5c0f\uff0c\u75c5\u60c5\u53d8\u52a8\u6bd4\u8f83\u5feb\uff0c\u5efa\u8bae\u8d76\u7d27\u5230\u533b\u9662\u5c0f\u513f\u547c\u5438\u79d1\u8fdb\u4e00\u6b65\u590d\u8bca\uff0c\u660e\u786e\u786e\u8bca\uff0c\u51b3\u5b9a\u5408\u9002\u7684\u65b9\u6848\u8fdb\u4e00\u6b65\u6cbb\u7597\u6700\u540e\uff0c\u5728\u751f\u6d3b\u4e2d\u9664\u4e86\u8981\u6ce8\u91cd\u6cbb\u7597\u6548\u679c\u4e4b\u5916\uff0c\u8fd8\u8981\u8981\u4fdd\u6301\u826f\u597d\u7684\u5fc3\u60c5\uff0c\u597d\u7684\u5fc3\u60c5\u5bf9\u75be\u75c5\u7684\u6062\u590d\u5f88\u6709\u5e2e\u52a9\u3002\u4e0d\u4ec5\u5982\u6b64\uff0c\u65e5\u5e38\u996e\u98df\u4e5f\u662f\u8981\u683c\u5916\u6ce8\u610f\u7684\uff0c\u5065\u5eb7\u996e\u98df\u5bf9\u4e8e\u75c5\u60c5\u6062\u590d\u6709\u5f88\u5927\u5e2e\u52a9\uff0c\u751a\u81f3\u8fd8\u6709\u8f85\u52a9\u6cbb\u7597\u7684\u529f\u6548\uff0c\u6240\u4ee5\u5e73\u65f6\u9700\u8981\u6e05\u6de1\u996e\u98df\uff0c\u89c4\u5f8b\u4f5c\u606f\u3002<\/p>\n<h3>\u6837\u4f8b 3<\/h3>\n<p><strong>\u79d1\u5ba4<\/strong>: \u8425\u517b\u4fdd\u5065\u79d1<br \/>\n<strong>\u95ee\u9898\u6807\u9898<\/strong>: \u5c0f\u513f\u80a5\u80d6\u8d85\u91cd\u8be5\u5982\u4f55\u6cbb\u7597<br \/>\n<strong>\u60a3\u8005\u54a8\u8be2<\/strong>: \u5973\u5b9d\u5b9d\uff0c\u521a7\u5c81\uff0c\u8fd9\u4e00\u5e74\uff0c\u5bdf\u89c9\u5230\uff0c\u6211\u5bb6\u5b69\u5b50\u8eab\u4e0a\u8089\u5f88\u591a\uff0c\u800c\u4e14\uff0c\u98df\u91cf\u975e\u5e38\u7684\u5927\uff0c\u5e73\u65f6\u90fd\u4e0d\u559c\u6b22\u5403\u53bb\u73a9\uff0c\u8bf7\u95ee\uff1a\u5c0f\u513f\u80a5\u80d6\u8d85\u91cd\u8be5\u5982\u4f55\u6cbb\u7597\u3002<br \/>\n<strong>\u533b\u751f\u56de\u7b54<\/strong>: \u5b69\u5b50\u51fa\u73b0\u80a5\u80d6\u75c7\u7684\u60c5\u51b5\u3002\u5bb6\u957f\u8981\u901a\u8fc7\u5b69\u5b50\u8fd0\u529f\u548c\u5065\u5eb7\u7684\u996e\u98df\u6765\u7f13\u89e3\u4ed6\u7684\u75c7\u72b6\uff0c\u53ef\u4ee5\u5148\u8ba9\u4ed6\u505a\u4e00\u4e9b\u6709\u6c27\u8fd0\u52a8\uff0c\u6bd4\u5982\u6162\u8dd1\uff0c\u722c\u5761\uff0c\u6e38\u6cf3\u7b49\uff0c\u5e76\u4e14\u996e\u98df\u4e0a\u5b69\u5b50\u591a\u5403\u9ec4\u74dc\uff0c\u80e1\u841d\u535c\uff0c\u83e0\u83dc\u7b49\uff0c\u7981\u6b62\u5b69\u5b50\u5403\u4e00\u4e9b\u6cb9\u70b8\u98df\u54c1\u548c\u5e72\u679c\u7c7b\u98df\u7269\uff0c\u8fd9\u4e9b\u90fd\u662f\u5e72\u70ed\u91cf\u9ad8\u8102\u80aa\u7684\u98df\u7269\uff0c\u800c\u4e14\u4e0d\u8981\u8ba9\u5b69\u5b50\u603b\u662f\u5403\u5b8c\u5c31\u8eba\u5728\u5e8a\u4e0a\u4e0d\u52a8\uff0c\u5bb6\u957f\u5728\u6cbb\u7597\u5c0f\u513f\u80a5\u80d6\u671f\u95f4\u5982\u679c\u5b69\u5b50\u60c5\u51b5\u4e25\u91cd\u5c31\u8981\u53ca\u65f6\u53bb\u533b\u9662\u5728\u533b\u751f\u7684\u6307\u5bfc\u4e0b\u7ed9\u5b69\u5b50\u6cbb\u7597\u3002<\/p>\n<h3>\u6837\u4f8b 4<\/h3>\n<p><strong>\u79d1\u5ba4<\/strong>: \u8425\u517b\u4fdd\u5065\u79d1<br \/>\n<strong>\u95ee\u9898\u6807\u9898<\/strong>: \u5c0f\u513f\u80a5\u80d6\u8d85\u91cd\u8be5\u600e\u6837\u533b\u6cbb<br \/>\n<strong>\u60a3\u8005\u54a8\u8be2<\/strong>: \u7537\u5b69\u5b50\uff0c\u521a4\u5c81\uff0c\u6700\u8fd1\uff0c\u53d1\u73b0\uff0c\u6211\u5bb6\u5b69\u5b50\u4f53\u91cd\u8981\u6bd4\u522b\u7684\u5b69\u5b50\u91cd\u5f88\u591a\uff0c\u800c\u4e14\uff0c\u6700\u8fd1\u8d8a\u6765\u8d8a\u80fd\u5403\u4e86\uff0c\u8fd8\u7279\u522b\u7684\u61d2\uff0c\u8bf7\u95ee\uff1a\u5c0f\u513f\u80a5\u80d6\u8d85\u91cd\u8be5\u600e\u6837\u533b\u6cbb\u3002<br \/>\n<strong>\u533b\u751f\u56de\u7b54<\/strong>: \u5b69\u5b50\u4e00\u65e6\u60a3\u4e0a\u80a5\u80d6\u75c7\u5bb6\u957f\u8981\u5148\u901a\u8fc7\u8fd0\u52a8\u548c\u996e\u98df\u6765\u6539\u53d8\u5b69\u5b50\u7684\u60c5\u51b5\uff0c\u8981\u8ba9\u5b69\u5b50\u505a\u4e00\u4e9b\u4ed6\u8fd9\u4e2a\u5e74\u9f84\u6bb5\u80fd\u505a\u7684\u8fd0\u52a8\uff0c\u5982\u6e38\u6cf3\uff0c\u6162\u8dd1\u7b49\uff0c\u8981\u7ed9\u5b69\u5b50\u591a\u5403\u4e00\u4e9b\u50cf\u82f9\u679c\uff0c\u7315\u7334\u6843\uff0c\u80e1\u841d\u535c\u7b49\u98df\u7269\uff0c\u7981\u6b62\u5b69\u5b50\u5403\u9ad8\u70ed\u91cf\uff0c\u9ad8\u8102\u80aa\u7684\u98df\u7269\uff0c\u50cf\u86cb\u7cd5\uff0c\u5e72\u679c\uff0c\u66f2\u5947\u997c\u5e72\u7b49\uff0c\u4e25\u683c\u7684\u63a7\u5236\u5b69\u5b50\u7684\u996e\u98df\uff0c\u4e0d\u8981\u8ba9\u4ed6\u66b4\u996e\u66b4\u98df\uff0c\u591a\u8fd0\u52a8\u5bf9\u6539\u53d8\u5b69\u5b50\u80a5\u80d6\u90fd\u662f\u6709\u597d\u5904\u7684\uff0c\u5728\u6cbb\u7597\u5c0f\u513f\u80a5\u80d6\u671f\u95f4\u5982\u679c\u60c5\u51b5\u4e25\u91cd\uff0c\u5efa\u8bae\u5bb6\u957f\u5148\u5e26\u5b69\u5b50\u53bb\u533b\u9662\u68c0\u67e5\u4e00\u4e0b\u5b69\u5b50\u80a5\u80d6\u75c7\u7684\u539f\u56e0\u5728\u9488\u5bf9\u6027\u7684\u6cbb\u7597\u3002<\/p>\n<h3>\u6837\u4f8b 5<\/h3>\n<p><strong>\u79d1\u5ba4<\/strong>: \u8033\u9f3b\u5589\u79d1<br \/>\n<strong>\u95ee\u9898\u6807\u9898<\/strong>: \u5b69\u7ae5\u4e2d\u8033\u708e\u8033\u6735\u80c0\u75db\u8be5\u5982\u4f55\u533b\u6cbb<br \/>\n<strong>\u60a3\u8005\u54a8\u8be2<\/strong>: \u7537\u5b69\uff0c11\u5c81\uff0c\u4e0a\u5c0f\u5b66\u4e86\uff0c\u8fd9\u51e0\u5929\uff0c\u5b69\u5b50\u4e00\u76f4\u6263\u8033\u6735\uff0c\u8bf4\u75d2\uff0c\u65e9\u4e0a\uff0c\u8033\u5c4e\u5f88\u591a\u5f88\u9ec4\uff0c\u540c\u65f6\uff0c\u4f34\u6709\u5934\u75db\u53d1\u70e7\uff0c\u8bf7\u95ee\uff1a\u5b69\u7ae5\u4e2d\u8033\u708e\u8033\u6735\u80c0\u75db\u8be5\u5982\u4f55\u533b\u6cbb\u3002<br \/>\n<strong>\u533b\u751f\u56de\u7b54<\/strong>: \u533b\u6cbb\u5c0f\u513f\u4e2d\u8033\u708e\u9996\u5148\u5bb6\u957f\u53ef\u4ee5\u7ed9\u5b69\u5b50\u5403\u70b9\u6d88\u708e\u7c7b\u7684\u836f\u7269\uff0c\u53ef\u4ee5\u5c40\u90e8\u836f\u7269\u6cbb\u7597\uff0c\u53ef\u4f7f\u7528\u6d88\u708e\u7c7b\u578b\u7684\u6ef4\u8033\u6db2\u533b\u6cbb\uff0c\u5982\u679c\u8033\u75db\u7684\u60c5\u51b5\u6bd4\u8f83\u4e25\u91cd\u7684\u8bdd\u53ef\u9002\u5f53\u7ed9\u4e88\u4e00\u4e9b\u9547\u75db\u836f\uff0c\u8981\u662f\u4f34\u968f\u53d1\u9ad8\u70e7\u7684\u60c5\u51b5\uff0c\u90a3\u4e48\u6839\u636e\u5b69\u5b50\u7684\u75c7\u72b6\u4f7f\u7528\u836f\u7269\uff0c\u4e25\u91cd\u7684\u60c5\u51b5\u8bf7\u5c3d\u5feb\u53bb\u533b\u9662\u8fdb\u884c\u6551\u6cbb\uff0c\u5b58\u5728\u8033\u819c\u7a7f\u5b54\u7684\u60c5\u51b5\u5bb6\u957f\u53ef\u8003\u8651\u53ef\u5b69\u5b50\u624b\u672f\u6cbb\u7597\uff0c\u6700\u540e\uff0c\u5e0c\u671b\u5bb6\u957f\u80fd\u591f\u91cd\u89c6\u8fd9\u4e00\u75be\u75c5\uff0c\u5c3d\u65e9\u5e26\u5b69\u5b50\u5c31\u533b\u6cbb\u7597\uff0c\u5e73\u65f6\u4e5f\u8981\u6ce8\u610f\u505a\u597d\u76f8\u5173\u7684\u9884\u9632\u548c\u4fdd\u5065\u5de5\u4f5c\u3002<\/p>\n<h3>\u6837\u4f8b 6<\/h3>\n<p><strong>\u79d1\u5ba4<\/strong>: \u8033\u9f3b\u5589\u79d1<br \/>\n<strong>\u95ee\u9898\u6807\u9898<\/strong>: \u5b69\u7ae5\u4e2d\u8033\u708e\u8033\u6735\u80c0\u75db\u8be5\u5982\u4f55\u6cbb\u7597\u597d<br \/>\n<strong>\u60a3\u8005\u54a8\u8be2<\/strong>: \u5973\u5b9d\u5b9d\uff0c\u76ee\u524d6\u5c81\uff0c\u8f83\u8fd1\u51e0\u5929\uff0c\u5b69\u5b50\u8bf4\u81ea\u5df1\u8033\u6735\u75bc\uff0c\u65e9\u4e0a\uff0c\u8033\u5c4e\u5f88\u591a\u5f88\u9ec4\uff0c\u53e6\u5916\uff0c\u4f34\u6709\u4e00\u4e9b\u4f4e\u70e7\uff0c\u8bf7\u95ee\uff1a\u5b69\u7ae5\u4e2d\u8033\u708e\u8033\u6735\u80c0\u75db\u8be5\u5982\u4f55\u6cbb\u7597\u597d\u3002<br \/>\n<strong>\u533b\u751f\u56de\u7b54<\/strong>: \u53ef\u9002\u5f53\u7684\u4f7f\u7528\u4e00\u4e9b\u6297\u751f\u7d20\u6216\u662f\u6d88\u708e\u7c7b\u836f\u7269\uff0c\u4e5f\u53ef\u5c40\u90e8\u7528\u836f\uff0c\u6bd4\u5982\u7ed9\u5b9d\u5b9d\u91c7\u53d6\u4f7f\u7528\u6d88\u708e\u7c7b\u578b\u7684\u6ef4\u8033\u5242\uff0c\u5b69\u5b50\u8033\u75db\u4e25\u91cd\u7684\u65f6\u5019\uff0c\u4e5f\u662f\u53ef\u4ee5\u9002\u91cf\u7684\u4f7f\u7528\u70b9\u6b62\u75db\u7684\u836f\u7269\uff0c\u5b69\u5b50\u4f34\u6709\u53d1\u70e7\u7684\u75c7\u72b6\u7684\u8bdd\u53ef\u4ee5\u670d\u7528\u4e00\u4e9b\u9000\u70e7\u7684\u836f\u7269\uff0c\u4e25\u91cd\u7684\u8bdd\u5219\u5e94\u5c3d\u65e9\u5c31\u533b\uff0c\u51fa\u73b0\u591a\u6b21\u6025\u6027\u4e25\u91cd\uff0c\u6216\u662f\u5df2\u51fa\u73b0\u8033\u819c\u7a7f\u5b54\u7684\uff0c\u8981\u53ca\u65f6\u7684\u8fdb\u884c\u624b\u672f\u6cbb\u7597\uff0c\u75c5\u60c5\u597d\u8f6c\u540e\u5efa\u8bae\u5e26\u5b69\u5b50\u9002\u5f53\u8fd0\u52a8\uff0c\u63d0\u9ad8\u514d\u75ab\u529b\uff0c\u4ee5\u9632\u6b62\u518d\u6b21\u75c5\u53d1\u3002<\/p>\n<h3>\u6837\u4f8b 7<\/h3>\n<p><strong>\u79d1\u5ba4<\/strong>: \u795e\u7ecf\u5185\u79d1<br \/>\n<strong>\u95ee\u9898\u6807\u9898<\/strong>: \u5c0f\u513f\u8111\u762b\u600e\u4e48\u6cbb\u7597\u6070\u5f53<br \/>\n<strong>\u60a3\u8005\u54a8\u8be2<\/strong>: \u5b9d\u5b9d17\u4e2a\u6708\u7cbe\u795e\u72b6\u6001\u4e0d\u597d\uff0c\u611f\u89c9\u5230\u5b9d\u5b9d\u751f\u75c5\u4e86\uff0c\u8bf7\u95ee\uff1a\u5c0f\u513f\u8111\u762b\u600e\u4e48\u6cbb\u7597\u6070\u5f53<br \/>\n<strong>\u533b\u751f\u56de\u7b54<\/strong>: \u60a3\u8005\u53ef\u80fd\u4f1a\u662f\u5728\u5c0f\u513f\u8111\u762b\u7684\u57fa\u7840\u4e0a\u60a3\u4e86\u810a\u9ad3\u635f\u4f24\u3002\u5c3d\u7ba1\u75c5\u60c5\u8f83\u4e3a\u590d\u6742\uff0c\u6551\u6cbb\u6709\u96be\u5ea6\uff0c\u4f46\u5e94\u5f53\u53ca\u65f6\u8fdb\u4e00\u6b65\u6551\u6cbb\uff0c\u8fd9\u79cd\u6551\u6cbb\u4e0d\u662f\u559d\u836f\u9488\u7078\uff0c\u800c\u662f\u5eb7\u590d\u8bad\u7ec3\u3002\u9996\u5148\u8981\u89e3\u51b3 \u6ccc\u5c3f\u7cfb\u611f\u67d3\u95ee\u9898\uff0c\u5426\u5219\u4f1a\u5f15\u6765\u4e25\u91cd\u5e76\u53d1\u75c7\u3002\u6d3b\u52a8\u529f\u80fd\u7f13\u89e3\u6062\u590d\u662f\u4e2a\u518d\u7ec3\u4e60\u7684\u8fc7\u7a0b\uff0c\u5fc5\u987b\u901a\u8fc7\u5b9e\u9645\u7279\u8bad\u624d\u884c\uff0c\u5c31\u50cf\u4e2a\u7ec3\u4e60\u9a91\u81ea\u884c\u8f66\u7684\u4eba\u53ea\u6709\u901a\u8fc7\u5b9e\u9645\u5b66\u4e60\u9a91\u65b9\u624d\u80fd\u5b66\u4f1a\u4e00\u6837\u3002<\/p>\n<h3>\u6837\u4f8b 8<\/h3>\n<p><strong>\u79d1\u5ba4<\/strong>: \u795e\u7ecf\u5185\u79d1<br \/>\n<strong>\u95ee\u9898\u6807\u9898<\/strong>: \u8981\u600e\u4e48\u53bb\u5224\u65ad\u60a3\u8005\u662f\u4e0d\u662f\u6709\u8111\u762b<br \/>\n<strong>\u60a3\u8005\u54a8\u8be2<\/strong>: \u5973\u4eca\u5e7431\u5c81\uff0c\u7cbe\u795e\u72b6\u6001\u6700\u8fd1\u4e0d\u662f\u5f88\u597d\uff0c\u4e5f\u4e0d\u77e5\u9053\u600e\u4e48\u56de\u4e8b\uff0c\u8bf7\u95ee\uff1a\u8981\u600e\u4e48\u53bb\u5224\u65ad\u60a3\u8005\u662f\u4e0d\u662f\u6709\u8111\u762b\uff1f<br \/>\n<strong>\u533b\u751f\u56de\u7b54<\/strong>: \u8111\u762b\u60a3\u513f\u7684\u751f\u957f\u53d1\u80b2\u8f83\u4e3a\u7f13\u6162\uff0c\u5177\u4f53\u8868\u73b0\u5728\u8bed\u8a00\u548c\u6d3b\u52a8\u4e0a\uff0c\u7edd\u5927\u591a\u6570\u7684\u8111\u762b\u60a3\u513f\u53d1\u97f3\u4e0d\u6e05\u695a\uff0c\u534a\u5e74\u5927\u7684\u8111\u762b\u60a3\u513f\u7edd\u5927\u591a\u6570\u4e0d\u80fd\u591f\u65e0\u9650\u5236\u7684\u6293\u63e1\uff0c\u5bf9\u4e8e\u5bb6\u4eba\u7684\u58f0\u97f3\u4e0d\u654f\u611f\uff0c\u5e76\u4e14\u7ecf\u5e38\u9762\u90e8\u6ca1\u8868\u60c5\uff0c\u53ef\u4ee5\u505a\u8111\u90e8\u7684ct\u8bca\u65ad\u3002\u53e6\u5916\uff0c\u5728\u65e5\u5e38\u751f\u6d3b\u4e2d\u60a3\u8005\u8981\u5747\u8861\u8865\u5145\u8eab\u4f53\u8425\u517b,\u591a\u505a\u505a\u4e00\u4e9b\u6709\u6c27\u8fd0\u52a8\u6765\u953b\u70bc\u8eab\u4f53,\u5e76\u4e14\u8981\u4fdd\u6301\u6109\u5feb\u7684\u5fc3\u60c5\uff0c\u4ee5\u6b64\u6765\u589e\u5f3a\u4f53\u8d28\u52a0\u5feb\u5eb7\u590d\u901f\u5ea6\u3002<\/p>\n<h3>\u6837\u4f8b 9<\/h3>\n<p><strong>\u79d1\u5ba4<\/strong>: \u65b0\u751f\u513f\u79d1<br \/>\n<strong>\u95ee\u9898\u6807\u9898<\/strong>: \u65b0\u751f\u513f\u9ec4\u75b8\u8981\u600e\u4e48\u6cbb\u7597\u5408\u9002<br \/>\n<strong>\u60a3\u8005\u54a8\u8be2<\/strong>: \u5b9d\u5b9d15\u4e2a\u6708\u7cbe\u795e\u72b6\u6001\u4e0d\u597d\uff0c\u611f\u89c9\u5230\u5b9d\u5b9d\u751f\u75c5\u4e86\uff0c\u8bf7\u95ee\uff1a\u65b0\u751f\u513f\u9ec4\u75b8\u8981\u600e\u4e48\u6cbb\u7597\u5408\u9002<br \/>\n<strong>\u533b\u751f\u56de\u7b54<\/strong>: \u8fd9\u662f\u5927\u4fbf\u7684\u7ed3\u679c\u554a\uff0c\u4ed4\u7ec6\u89c2\u5bdf\u770b\u4e00\u770b\uff0c\u5927\u4fbf\u6709\u6781\u5c11\u91cf\u767d\u7ec6\u80de\uff0c\u63d0\u793a\u80a0\u9053\u7ec6\u83cc\u611f\u67d3\uff0c\u5927\u4e8e19\u4e3a\u75c5\u7406\u6027\u7684,1\u5468\u5de6\u53f3\u5230\u533b\u9662\u670d\u67e5,\u770b\u4e00\u770b\u6548\u679c\u3002\u4e0d\u8981\u6709\u4efb\u4f55\u7684\u5fc3\u7406\u538b\u529b\uff0c\u4fdd\u6301\u6109\u5feb\u7684\u5fc3\u60c5\uff0c\u800c\u4e14\u671f\u95f4\u8981\u6ce8\u610f\u591a\u4f11\u606f\uff0c\u540c\u65f6\u996e\u98df\u4e5f\u8981\u4fdd\u6301\u6e05\u5355\uff0c\u907f\u514d\u6cb9\u817b\u548c\u8f9b\u8fa3\uff0c\u8fd9\u6837\u5bf9\u4f60\u81ea\u5df1\u548c\u8179\u4e2d\u7684\u80ce\u513f\u90fd\u662f\u6709\u597d\u5904\u7684\u3002<\/p>\n<h3>\u6837\u4f8b 10<\/h3>\n<p><strong>\u79d1\u5ba4<\/strong>: \u65b0\u751f\u513f\u79d1<br \/>\n<strong>\u95ee\u9898\u6807\u9898<\/strong>: \u65b0\u751f\u513f\u5438\u5165\u6027\u80ba\u708e\u90fd\u6709\u4ec0\u4e48\u75c7\u72b6<br \/>\n<strong>\u60a3\u8005\u54a8\u8be2<\/strong>: \u5b69\u5b50\u6709\u7684\u65f6\u5019\u597d\u8c61\u547c\u606f\u633a\u6025\u4fc3\u7684\uff0c\u542c\u89c1\u55d3\u5b50\u91cc\u9762\u5305\u542b\u6709\u75f0\u4f3c\u7684\uff0c\u8bf7\u95ee\u65b0\u751f\u513f\u5438\u5165\u6027\u80ba\u708e\u90fd\u6709\u4ec0\u4e48\u75c7\u72b6<br \/>\n<strong>\u533b\u751f\u56de\u7b54<\/strong>: \u53ef\u80fd\u4f1a\u662f\u4e0a\u547c\u5438\u9053\u6709\u70b9\u4f20\u67d3\u4e86\uff0c\u4e0d\u7136\u7edd\u4e0d\u4f1a\u6709\u75f0\u7684\uff0c\u5efa\u8bae\u4f60\u5e26\u5b69\u5b50\u53bb\u4ed4\u7ec6\u68c0\u67e5\u770b\u4e00\u770b\u3002\u662f\u4e0d\u662f\u80ba\u708e\u73b0\u5728\u8fd8\u4e0d\u597d\u8bf4\uff0c\u8981\u770b\u4ed4\u7ec6\u68c0\u67e5\u7ed3\u679c\u7684\u3002\u4e00\u822c\u5b69\u5b50\u5982\u679c\u7cbe\u795e\u8fd8\u53ef\u4ee5\uff0c\u5403\u5976\u6b63\u5e38\uff0c\u4e0d\u5fc5\u62c5\u5fc3\u3002\u6362\u5c3f\u5e03\u540e\u518d\u5582\u4e9b\u767d\u5f00\u6c34\uff0c\u7ecf\u5e38\u62cd\u80cc\uff0c\u53d8\u5e7b\u4f53\u4f4d\u3002\u5728\u6cbb\u7597\u671f\u95f4\u60a3\u8005\u9700\u8981\u505a\u7684\u996e\u98df\u6709\u8282\uff0c\u89c4\u5f8b\u4f5c\u606f\u79ef\u6781\u53c2\u52a0\u4f53\u80b2\u953b\u70bc\uff0c\u8c03\u8282\u8eab\u5fc3\u5065\u5eb7\uff0c\u4fdd\u6301\u81ea\u8eab\u536b\u751f.\u907f\u514d\u56e0\u62b5\u6297\u529b\u4e0b\u964d\u800c\u5bfc\u81f4\u7ec6\u83cc\u5165\u4fb5\u3002<\/p>\n<h3>\u6837\u4f8b 11<\/h3>\n<p><strong>\u79d1\u5ba4<\/strong>: \u5916\u79d1<br \/>\n<strong>\u95ee\u9898\u6807\u9898<\/strong>: \u4f5d\u507b\u75c5\u662f\u7f3a\u4e4f\u4ec0\u4e48\u9020\u6210\u7684\uff1f<br \/>\n<strong>\u60a3\u8005\u54a8\u8be2<\/strong>: \u672c\u4eba\u597354\u5c81\uff0c\u6700\u8fd1\u7cbe\u795e\u6700\u8fd1\u4e0d\u662f\u5f88\u597d\uff0c\u5fc3\u60c5\u4e5f\u4e0d\u597d\uff0c\u611f\u89c9\u81ea\u5df1\u597d\u50cf\u751f\u75c5\u4e86\uff0c\u8bf7\u95ee\uff1a\u4f5d\u507b\u75c5\u662f\u7f3a\u4e4f\u4ec0\u4e48\u9020\u6210\u7684\uff1f<br \/>\n<strong>\u533b\u751f\u56de\u7b54<\/strong>: \u4f5d\u507b\u75c5\u53c8\u79f0\u7ef4\u751f\u7d20\u7f3a\u4e4f\u6027\u4f5d\u507b\u75c5\uff0c\u987e\u540d\u601d\u4e49\uff0c\u4e5f\u5c31\u662f\u7531\u4e8e\u5a74\u5e7c\u513f\u3001\u513f\u7ae5\u3001\u9752\u5c11\u5e74\u4f53\u5185\u7ef4\u751f\u7d20\u4e0d\u8db3\uff0c\u5f15\u6765\u9499\u3001\u78f7\u5206\u89e3\u4ee3\u8c22\u7d0a\u4e71\uff0c\u4ea7\u751f\u7684\u4e00\u79cd\u4ee5\u9aa8\u9abc\u708e\u75c7\u4e3a\u7279\u5f81\u7684\u5168\u8eab\u6027\u3001\u6162\u6027\u3001\u8425\u517b\u6027\u75be\u75c5\uff0c\u5efa\u8bae\u5728\u4e13\u4e1a\u533b\u751f\u7684\u6307\u5bfc\u4e0b\u5b9e\u65bd\u7ef4\u751f\u7d20\u7684\u6d88\u5316\u3002\u4e0d\u8981\u6709\u4efb\u4f55\u7684\u5fc3\u7406\u538b\u529b\uff0c\u4fdd\u6301\u6109\u5feb\u7684\u5fc3\u60c5\uff0c\u800c\u4e14\u671f\u95f4\u8981\u6ce8\u610f\u591a\u4f11\u606f\uff0c\u540c\u65f6\u996e\u98df\u4e5f\u8981\u4fdd\u6301\u6e05\u5355\uff0c\u907f\u514d\u6cb9\u817b\u548c\u8f9b\u8fa3\uff0c\u8fd9\u6837\u5bf9\u4f60\u81ea\u5df1\u548c\u8179\u4e2d\u7684\u80ce\u513f\u90fd\u662f\u6709\u597d\u5904\u7684\u3002<\/p>\n<h3>\u6837\u4f8b 12<\/h3>\n<p><strong>\u79d1\u5ba4<\/strong>: \u5916\u79d1<br \/>\n<strong>\u95ee\u9898\u6807\u9898<\/strong>: \u5b69\u5b50\u4f5d\u507b\u75c5\u5403\u4ec0\u4e48\u597d\uff1f<br \/>\n<strong>\u60a3\u8005\u54a8\u8be2<\/strong>: \u672c\u4eba\u597357\u5c81\uff0c\u6700\u8fd1\u7cbe\u795e\u6700\u8fd1\u4e0d\u662f\u5f88\u597d\uff0c\u5fc3\u60c5\u4e5f\u4e0d\u597d\uff0c\u611f\u89c9\u81ea\u5df1\u597d\u50cf\u751f\u75c5\u4e86\uff0c\u8bf7\u95ee\uff1a\u5b69\u5b50\u4f5d\u507b\u75c5\u5403\u4ec0\u4e48\u597d\uff1f<br \/>\n<strong>\u533b\u751f\u56de\u7b54<\/strong>: \u8865\u9499\u4ece\u98df\u8865\u548c\u836f\u8865\u53cc\u7ba1\u9f50\u4e0b\uff0c\u6548\u679c\u6700\u4f73\uff0c\u5e73\u65f6\u996e\u98df\u8865\u9499\uff0c\u5b9c\u591a\u5403\u82b1\u751f\u3001\u83e0\u83dc\u3001\u5927\u8c46\u3001\u9c7c\u3001\u6d77\u5e26\u3001\u9aa8\u5934\u6c64\u3001\u6838\u6843\u3001\u867e\u3001\u6d77\u85fb\u7b49\u98df\u7269\u3002\u5bf9\u5df2\u6709\u9aa8\u9abc\u7578\u5f62\u7684\u540e\u9057\u75c7\u671f\u60a3\u513f\u5e94\u589e\u5f3a\u4f53\u683c\u953b\u7ec3\uff0c\u53ef\u91c7\u7528\u4e3b\u52a8\u6216\u5f31\u52bf\u6d3b\u52a8\u7684\u65b9\u6cd5\u77eb\u6b63\u3002\u5bf9\u4e8e\u6709\u7ef4\u751f\u7d20\u7f3a\u4e4f\u6027\u4f5d\u507b\u75c5\u7684\u9ad8\u5371\u56e0\u7d20\u65f6\uff0c\u5728\u751f\u957f\u53d1\u80b2\u8fc7\u7a0b\u4e2d\uff0c\u5e94\u9632\u6b62\u8fc7\u65e9\u7684\u627f\u529b\u6027\u6d3b\u52a8\uff08\u5982\u9632\u6b62\u8fc7\u65e9\u5b66\u4e60\u5750\u3001\u7ad9\u3001\u6276\u6396\u4e0b\u8e66\u8df3\u7b49\uff09\u3002\u5982\u5df2\u7ecf\u518d\u6b21\u51fa\u73b0\u4e0b\u80a2\u7578\u5f62\u53ef\u4f5c\u808c\u8089\u63a8\u62ff\uff08O\u578b\u817f\u63a8\u62ff\u5916\u4fa7\u808c\uff0cX\u578b\u817f\u63a8\u62ff\u5185\u4fa7\u808c\uff09\uff0c\u589e\u5f3a\u808c\u5f20\u529b\uff0c\u4ee5\u6539\u6b63\u7578\u5f62\u3002\u4e25\u91cd\u9aa8\u9abc\u7578\u5f62\u53ef\u8003\u8651\u5916\u79d1\u624b\u672f\u77eb\u6b63\u3002<\/p>\n<h3>\u6837\u4f8b 13<\/h3>\n<p><strong>\u79d1\u5ba4<\/strong>: \u513f\u79d1\u5176\u4ed6<br \/>\n<strong>\u95ee\u9898\u6807\u9898<\/strong>: \u75c5\u7406\u6027\u9ec4\u75b8\u5e94\u5f53\u600e\u4e48\u6cbb\u7597\uff1f<br \/>\n<strong>\u60a3\u8005\u54a8\u8be2<\/strong>: \u672c\u4eba\u5973\uff0c45\u5c81\u4e0d\u77e5\u9053\u4f1a\u662f\u4ec0\u4e48\u60c5\u51b5\uff0c\u540e\u6765\u624d\u77e5\u9053\u662f\u5f97\u75c5\u4e86\uff0c\u8bf7\u95ee\uff1a\u75c5\u7406\u6027\u9ec4\u75b8\u5e94\u5f53\u600e\u4e48\u6cbb\u7597\uff1f<br \/>\n<strong>\u533b\u751f\u56de\u7b54<\/strong>: \u5982\u679c\u662f\u75c5\u7406\u6027\u7684\u9ec4\u75b8\uff0c\u90a3\u5c31\u9700\u8981\u6709\u53ca\u65f6\u6cbb\u7597\u7684\uff0c\u4e0d\u8981\u7d27\u5f20\uff0c\u73b0\u5728\u7684\u4f60\u5728\u533b\u9662\u6cbb\u7597\uff0c\u662f\u6709\u529e\u6cd5\u6cbb\u7597\u597d\u7684\u3002\u76ee\u524d\u4e00\u822c\u75c5\u7406\u6027\u7684\u9ec4\u75b8\uff0c\u4e00\u822c\u90fd\u662f\u7167\u5c04\u84dd\u5149\uff0c\u5728\u6709\u5176\u4ed6\u5e76\u53d1\u75c7\u7684\u65f6\u5019\uff0c\u8fd8\u662f\u9700\u8981\u6709\u6839\u636e\u5e76\u53d1\u75c7\u6cbb\u7597\u7684\uff0c\u4f60\u8fd9\u4e2a\u60c5\u51b5\u533b\u751f\u5efa\u8bae\u4f60\u8f93\u6ce8\u767d\u86cb\u767d\uff0c\u4e00\u5b9a\u662f\u518d\u6b21\u51fa\u73b0\u4e86\u4f4e\u86cb\u767d\u8840\u75c7\uff0c\u5efa\u8bae\u4f60\u4e92\u76f8\u914d\u5408\u6cbb\u7597\u8f83\u597d\u7684\u3002<\/p>\n<h3>\u6837\u4f8b 14<\/h3>\n<p><strong>\u79d1\u5ba4<\/strong>: \u513f\u79d1\u5176\u4ed6<br \/>\n<strong>\u95ee\u9898\u6807\u9898<\/strong>: \u5b9d\u5b9d\u53ef\u4ee5\u52a0\u4ec0\u4e48\u8f85\u98df\u5417<br \/>\n<strong>\u60a3\u8005\u54a8\u8be2<\/strong>: \u6211\u5bb6\u5b69\u5b50\u7537\u751f\uff0c\u5df2\u7ecf5\u5c81\u4e86\uff0c\u8fd1\u671f\u6709\u4e9b\u4e0d\u5bf9\u52b2\uff0c\u8bf7\u95ee\uff1a\u5b9d\u5b9d\u53ef\u4ee5\u52a0\u4ec0\u4e48\u8f85\u98df\u5417<br \/>\n<strong>\u533b\u751f\u56de\u7b54<\/strong>: \u5148\u52a0\u70b9\u7c73\u6cb9,\u6162\u6162\u800c\u4e14\u7c73\u7c89,\u7c73\u6c64,\u86cb\u6db2\u8fd9\u4e9b,\u63d0\u4f9b\u8f85\u98df\u539f\u5219\u662f\u7531\u4e00\u79cd\u5230\u591a\u79cd\u4e0d\u540c,\u6709\u5c11\u5230\u591a,\u7531\u7a00\u5230\u7a20\uff0c\u5403\u70b9\u76ca\u751f\u83cc\u6216\u8005\u91d1\u53cc\u6b67\u8c03\u6574\u4e00\u4e0b\u80a0\u9053\u83cc\u7fa4,\u5982\u679c\u65f6\u95f4\u957f\u4e86,\u8fd8\u662f\u6700\u597d\u80fd\u67e5\u4e2a\u5927\u4fbf\uff0c\u6eda\u51fa\u53bb\u540e\u518d\u6eda\u4e24\u4e09\u5206\u949f\u5c31\u884c\u4e86\u3002\u7136\u540e\uff0c\u60a3\u8005\u9700\u8981\u505a\u5230\u996e\u98df\u6709\u8282\uff0c\u89c4\u5f8b\u4f5c\u606f\uff0c\u8c03\u8282\u8eab\u5fc3\u5065\u5eb7\uff0c\u5728\u751f\u6d3b\u4e2d\u6ce8\u610f\u8981\u4fdd\u6301\u826f\u597d\u7684\u5fc3\u60c5\uff0c\u8981\u591a\u5403\u6e05\u6de1\u7a00\u8f6f\u7684\u98df\u7269\uff0c\u591a\u559d\u6c34\u4e5f\u8981\u591a\u5403\u4e00\u4e9b\u852c\u83dc\u4e0e\u6c34\u679c\u3002<\/p>\n<h3>\u6837\u4f8b 15<\/h3>\n<p><strong>\u79d1\u5ba4<\/strong>: \u773c\u79d1<br \/>\n<strong>\u95ee\u9898\u6807\u9898<\/strong>: \u5c0f\u5b69\u5b50\u60a3\u6709\u4e86\u5f31\u89c6\u600e\u4e48\u6cbb<br \/>\n<strong>\u60a3\u8005\u54a8\u8be2<\/strong>: \u7537\uff0c10\u5c81\uff0c\u8fd9\u51e0\u5929\u53d1\u89c9\u5b69\u5b50\u5f88\u559c\u6b22\u659c\u7740\u770b\u7535\u89c6\uff0c\u770b\u7535\u89c6\u7684\u65f6\u5019\u603b\u662f\u772f\u7740\u773c\u770b\uff0c\u540e\u6765\u53bb\u533b\u9662\u68c0\u67e5\u6709\u8f7b\u5fae\u7684\u8fd1\u89c6\u548c\u659c\u89c6\u3002\u5c0f\u5b69\u5b50\u60a3\u6709\u4e86\u5f31\u89c6\u600e\u4e48\u6cbb<br \/>\n<strong>\u533b\u751f\u56de\u7b54<\/strong>: \u5f31\u89c6\u6cbb\u7597\u7684\u5173\u952e\u662f\u51c6\u786e\u914d\u955c\uff0c\u513f\u7ae5\u8fd8\u9700\u6563\u77b3\u9a8c\u5149\uff0c\u4f69\u6234\u5408\u9002\u7684\u773c\u955c\uff0c\u5728\u6b64\u57fa\u7840\u4e0a\u8fdb\u884c\u6cbb\u7597.\uff081\uff09\u4f20\u7edf\u906e\u76d6\u6cd5+\u7cbe\u7ec6\u76ee\u529b\u5bb6\u5ead\u4f5c\u4e1a\uff1a\u906e\u76d6\u4f4f\u89c6\u529b\u597d\u7684\u773c\u775b\uff0c\u5f3a\u8feb\u5f31\u89c6\u773c\uff08\u89c6\u529b\u5dee\u7684\u773c\uff09\u770b\u4e1c\u897f\uff0c\u540c\u65f6\u505a\u7cbe\u7ec6\u76ee\u529b\u5bb6\u5ead\u4f5c\u4e1a\uff0c\u5982\uff1a\u7528\u5f31\u89c6\u63d2\u677f\u8fdb\u884c\u8bad\u7ec3\uff0c\u523a\u6fc0\u89c6\u795e\u7ecf\u7cfb\u7edf\u7684\u751f\u957f\u53d1\u80b2\uff0c\u4f7f\u5f31\u89c6\u773c\u89c6\u529b\u5927\u5e45\u63d0\u9ad8.\u672c\u6cd5\u7b80\u5355\u6613\u884c\uff0c\u9002\u7528\u4e8e\u659c\u89c6\u6027\u5f31\u89c6\u548c\u5c48\u5149\u53c2\u5dee\u6027\u5f31\u89c6\uff0c\u6548\u679c\u503c\u5f97\u4fe1\u8d56.\uff082\uff09\u89c6\u523a\u6fc0\u7597\u6cd5\uff08\u5373CAM\u523a\u6fc0\u4eea\uff09\uff1a\u5229\u7528\u843d\u5dee\u5f3a\uff0c\u7a7a\u95f4\u9891\u7387\u4e0d\u540c\u7684\u6761\u6805\uff0c\u505a\u4e3a\u523a\u6fc0\u6e90\u523a\u6fc0\u5f31\u89c6\u773c\u6765\u5927\u5e45\u63d0\u9ad8\u89c6\u529b.\u6b64\u6cd5\u7b80\u4fbf\u6613\u884c\uff0c\u6bcf\u6b21\u6cbb\u7597\u65f6\u95f4\u77ed\uff0c\u89c1\u6548\u5feb\uff0c\u5c24\u5176\u9002\u7528\u4e8e\u5c48\u5149\u4e0d\u6b63\u6027\u5f31\u89c6\u3002<\/p>\n<h3>\u6837\u4f8b 16<\/h3>\n<p><strong>\u79d1\u5ba4<\/strong>: \u773c\u79d1<br \/>\n<strong>\u95ee\u9898\u6807\u9898<\/strong>: \u773c\u775b\u5f31\u89c6\u548c\u6563\u5149\u600e\u4e48\u529e\u5462<br \/>\n<strong>\u60a3\u8005\u54a8\u8be2<\/strong>: \u7537\uff0c8\u5c81\uff0c\u6211\u5bb6\u5b69\u5b50\u773c\u775b\u8fd1\u89c6\u773c\uff0c\u6700\u8fd1\u773c\u775b\u7279\u522b\u75d2\uff0c\u7279\u522b\u7ea2\uff0c\u597d\u4e9b\u8840\u4e1d\uff0c\u68c0\u67e5\u540e\u8bf4\u5c0f\u5b69\u5f31\u659c\u89c6\uff0c\u8bf7\u95ee\u773c\u775b\u5f31\u89c6\u548c\u6563\u5149\u600e\u4e48\u529e\u5462<br \/>\n<strong>\u533b\u751f\u56de\u7b54<\/strong>: \u5f31\u89c6\u7684\u6cbb\u7597\u65b9\u6cd5\u4e00\u4e9b\uff0c\u5fc5\u987b\u5728\u4e13\u79d1\u533b\u751f\u7684\u6307\u5bfc\u4e0b\u4e00\u4e00\u5bf9\u5e94\u9009\u62e9\uff0c\u4f46\u662f\uff0c\u524d\u63d0\u6761\u4ef6\u662f\u5fc5\u987b\u8fdb\u884c\u989d\u5916\u7684\u4ed4\u7ec6\u68c0\u67e5\u53ca\u68c0\u5f71\u914d\u955c\uff0c\u6839\u636e\u5f31\u89c6\u7684\u6027\u8d28\u53ca\u75c5\u4eba\u7684\u5177\u4f53\u60c5\u51b5\u9009\u62e9\u6700\u9002\u5f53\u7684\u6cbb\u7597\u65b9\u6cd5\u3002\u76ee\u524d\uff0c\u5f31\u89c6\u7684\u4e00\u822c\u6cbb\u7597\u65b9\u6cd5\u5305\u62ec\uff1a1\u3001\u77eb\u6b63\u5c48\u5149\u4e0d\u6b63\uff1a\u4f7f\u7269\u4f53\u5728\u89c6\u7f51\u819c\u4e0a\u6e05\u6670\u663e\u50cf\u662f\u6cbb\u7597\u5f31\u89c6\u7684\u5173\u952e\u7b2c\u4e00\u6b65\u3002\u914d\u955c\u524d\u5fc5\u987b\u7528\u963f\u6258\u54c1\u6563\u77b3\u9a8c\u5149\uff0c\u83b7\u5f97\u51c6\u786e\u7684\u914d\u955c\u5ea6\u6570\u540e\uff0c\u518d\u52a0\u4ee5\u6070\u5f53\u7684\u6cbb\u7597\u6027\u914d\u955c\u30022\u3001\u78c1\u5171\u632f\u6cbb\u7597\uff1a\u5229\u7528\u5f31\u89c6\u78c1\u5171\u632f\u6cbb\u7597\u4eea\uff0c\u7a33\u5b9a\u773c\u90e8\u5c40\u90e8\u8840\u6db2\u4f9b\u7ed9\uff0c\u7f13\u89e3\u89c6\u529b\u75b2\u52b3\uff0c\u53ef\u63a7\u5236\u9752\u5c11\u5e74\u8fd1\u89c6\u773c\u6269\u5f20\uff0c\u653e\u6162\u5f31\u89c6\u5eb7\u590d\u65f6\u95f4\u3002<\/p>\n<h3>\u6837\u4f8b 17<\/h3>\n<p><strong>\u79d1\u5ba4<\/strong>: \u9aa8\u79d1<br \/>\n<strong>\u95ee\u9898\u6807\u9898<\/strong>: \u5c0f\u513f\u5148\u5929\u6027\u9acb\u5173\u8282\u53d1\u80b2\u4e0d\u826f\u600e\u4e48\u529e<br \/>\n<strong>\u60a3\u8005\u54a8\u8be2<\/strong>: \u6211\u7684\u54e5\u54e5\u5bb6\u7684\u5b69\u5b50.\u4eca\u5e74\u4e24\u5c81\u4e86.\u4e4b\u524d\u7684\u65f6\u5019\u5c31\u5b69\u5b50\u5f88\u4e0d\u5e78\u7684\u88ab\u68c0\u67e5\u51fa\u4e86\u6709\u5c0f\u513f\u5148\u5929\u6027\u9acb\u5173\u8282\u53d1\u80b2\u4e0d\u826f\u7684\u8fd9\u4e2a\u95ee\u9898.\u6240\u4ee5\u73b0\u5728\u60f3\u8bf7\u95ee\u4e00\u4e0b.\u8fd9\u4e2a\u75c5\u4ec0\u4e48\u65f6\u5019\u6cbb\u7597\uff1f<br \/>\n<strong>\u533b\u751f\u56de\u7b54<\/strong>: \u65f6\u673a\u5bf9\u513f\u7ae5\u9acb\u5173\u8282\u53d1\u80b2\u4e0d\u826f\u7684\u6cbb\u7597\u975e\u5e38\u91cd\u8981\u3002\u65e9\u671f\u53d1\u73b0\u3002\u6539\u53d8\u4f53\u4f4d\u5373\u53ef\u3002\u5927\u7ea6\u534a\u5e74\u5927\u7684\u65f6\u5019\u3002\u53d1\u73b0\u8fd9\u4e2a\u53d1\u80b2\u4e0d\u826f\u3002\u5728\u8fd9\u4e2a\u65f6\u671f\u53ef\u4ee5\u6234\u4e0a\u7279\u5236\u7684\u6258\u69fd\u3002\u505a\u4e00\u4e9b\u4f4d\u7f6e\u77eb\u6b63\u3002\u5bf9\u4e8e\u4e00\u5c81\u4ee5\u4e0a\u7684\u75c5\u4eba\u3002\u8981\u79ef\u6781\u8fdb\u884c\u77eb\u6b63\u3002\u53ef\u4ee5\u505a\u5c0f\u624b\u672f\u3002\u5185\u6536\u808c\u622a\u80a2\u3002\u9ac2\u9aa8\u622a\u80a2\u3002\u7136\u540e\u6446\u4e00\u4e2a\u7279\u6b8a\u7684\u4f4d\u7f6e\u3002\u8ba9\u4ed6\u5728\u8fd9\u4e2a\u4f4d\u7f6e\u4e0a\u7ee7\u7eed\u53d1\u5c55\u3002\u5728\u4e24\u5c81\u6216\u4e24\u5c81\u4ee5\u4e0a\u7684\u65f6\u5019\u3002\u8fd9\u57fa\u672c\u4e0a\u662f\u552f\u4e00\u7684\u624b\u672f\u65b9\u5f0f\u3002<\/p>\n<h3>\u6837\u4f8b 18<\/h3>\n<p><strong>\u79d1\u5ba4<\/strong>: \u9aa8\u79d1<br \/>\n<strong>\u95ee\u9898\u6807\u9898<\/strong>: \u5148\u5929\u6027\u9acb\u5173\u8282\u53d1\u80b2\u4e0d\u826f\u8be5\u600e\u4e48\u529e\uff1f<br \/>\n<strong>\u60a3\u8005\u54a8\u8be2<\/strong>: \u6211\u89c9\u5f97\u6211\u5f97\u817f\u8fd8\u6709\u6211\u7684\u5c41\u80a1\u90a3\u5730\u65b9\u7279\u522b\u7684\u75bc.\u5c24\u5176\u662f\u5750\u4e0b\u7684\u65f6\u5019.\u8fd8\u6709\u5c31\u662f\u957f\u671f\u4e0d\u8fd0\u52a8\u7684\u65f6\u5019.\u5b83\u66f4\u52a0\u7684\u75bc\u75db.\u540e\u6765\u533b\u751f\u8bf4\u6211\u7a7a\u95f4\u7a7a\u95f4\u6709\u4e25\u91cd\u7684\u95ee\u9898.\u6211\u60f3\u6765\u95ee\u4e00\u4e0b\u5148\u5929\u6027\u9acb\u5173\u8282\u53d1\u80b2\u4e0d\u826f\u600e\u4e48\u529e\uff1f<br \/>\n<strong>\u533b\u751f\u56de\u7b54<\/strong>: \u5148\u5929\u6027\u9acb\u5173\u8282\u8131\u4f4d\u3002\u4e5f\u79f0\u4e3a\u9acb\u90e8\u53d1\u80b2\u6027\u8131\u4f4d\u3002\u662f\u5bfc\u81f4\u513f\u7ae5\u8eab\u4f53\u6b8b\u75be\u7684\u4e3b\u8981\u75be\u75c5\u4e4b\u4e00\u3002\u5148\u5929\u6027\u9acb\u5173\u8282\u529f\u80fd\u969c\u788d\u4f1a\u5f71\u54cd\u9acb\u5173\u8282\u7684\u6b63\u5e38\u529f\u80fd\u3002\u4ece\u800c\u5f71\u54cd\u6b65\u884c\u3002\u6b63\u5e38\u7684\u5de5\u4f5c\u548c\u751f\u6d3b\u3002\u4f7f\u7528\u836f\u7269\u65e0\u6548\u3002\u73b0\u5728\u4e34\u5e8a\u533b\u5b66\u6280\u672f\u76f8\u5bf9\u53d1\u8fbe\u3002\u53ea\u8981\u53ca\u65f6\u5230\u5f53\u5730\u533b\u9662\u9aa8\u79d1\u624b\u672f\u3002\u5c31\u53ef\u4ee5\u786e\u8bca\u3002\u4e13\u5bb6\u53ef\u4ee5\u6839\u636e\u5b9e\u9645\u60c5\u51b5\u8fdb\u884c\u624b\u672f\u3002<\/p>\n<h3>\u6837\u4f8b 19<\/h3>\n<p><strong>\u79d1\u5ba4<\/strong>: \u7cbe\u795e\u5fc3\u7406<br \/>\n<strong>\u95ee\u9898\u6807\u9898<\/strong>: \u653e\u70ae\u5b69\u5b50\u88ab\u5413\u7740\u4e86\u600e\u4e48\u529e<br \/>\n<strong>\u60a3\u8005\u54a8\u8be2<\/strong>: \u5728\u67093\u5929\u5c31\u6ee1\u6708\u4e86,\u6628\u5929\u5728\u5bb6\u653e\u70ae\u65f6\u653e\u70ae\u9519\u8bef,\u5bb6\u7684\u73bb\u7483\u88ab\u9707\u70c2\u4e86,\u95e8\u7a97\u4e5f\u6ca1\u5173\u597d\u5b69\u5b50\u88ab\u5413\u4e86\u51e0\u4e0b,\u73b0\u5728\u6211\u975e\u5e38\u5fe7\u5fc3\u5b9d\u5b9d\u5230\u73b0\u5728\u4e00\u76f4\u7761\u4e0d\u8e0f\u5b9e,\u54ed\u557c\u7684\u5389\u5bb3,\u6709\u65f6\u5019\u8fd8\u65f6\u4e0d\u65f6\u7684\u7b11\u51e0\u4e0b&#8230;<br \/>\n<strong>\u533b\u751f\u56de\u7b54<\/strong>: \u9192\u7740\u7684\u65f6\u5019\u603b\u6709\u70b9\u4e00\u60ca\u4e00\u70b8\u7684,\u7761\u5348\u89c9\u7684\u65f6\u5019\u53ef\u4ee5\u6478\u5b69\u5b50\u7684\u624b\u5fc3,\u5982\u679c\u7ef7\u7ef7\u7684\u76f4\u8df3\u4e5f\u662f\u8868\u8868\u73b0\u51fa\u75c7\u72b6\u6307\u5bfc\u610f\u89c1\uff1a\u60ca\u7740\u7684\u5b69\u5b50\u51e0\u79cd\u89e3\u51b3\u65b9\u6cd5\uff1a1.\u53eb,\u8fd9\u4e2a\u662f\u4f20\u7edf\u7684\u65b9\u6cd5,\u6ca1\u4ec0\u4e48\u7406\u8bba\u6839\u636e.\u53eb\u6709\u8bb8\u591a\u65b9\u6cd5,\u8fd9\u4e2a\u53ef\u4ee5\u95ee\u51e0\u4e0b\u81ea\u5df1\u7684\u7236\u6bcd\u6216\u8005\u957f\u8f88,\u53cd\u6b63\u662f\u7269\u7406\u65b9\u6cd5,\u5bf9\u5b69\u5b50\u6ca1\u4f24\u5bb3,\u4e0d\u59a8\u4e00\u8bd5.2.\u98df\u7597\uff1a6\u4e2a\u6708\u524d\u53ef\u4ee5\u52a8\u7528\u67e0\u6aac\u6c34,\u5c0f\u7c73\u7ca5\u6c64,\u7ea2\u67a3\u67b8\u675e\u6c34,\u9002\u5f53\u7684\u7cd6\u4efd\u53ef\u4ee5\u589e\u5f3a\u5b69\u5b50\u7684\u8840\u6e05\u7d20,\u8fd9\u4e2a\u5bf9\u5b89\u795e\u6bd4\u8f83\u597d,\u6bd4\u5982\u8bf4\u9999\u8549,\u53ef\u4ee5\u8db3\u91cf\u7ed9\u5b69\u5b50\u5403\u534a\u6839.6\u4e2a\u6708\u4ee5\u540e\u53ef\u4ee5\u52a0\u7eff\u8c46\u83b2\u5b50\u7ca5,\u732a\u8840,\u767e\u5408,\u9f99\u773c,\u85d5,\u867e,\u86e4\u870a,\u5fc3\u809d\u7c7b\u4e5f\u6bd4\u8f83\u6709\u6548\u679c.<\/p>\n<h3>\u6837\u4f8b 20<\/h3>\n<p><strong>\u79d1\u5ba4<\/strong>: \u7cbe\u795e\u5fc3\u7406<br \/>\n<strong>\u95ee\u9898\u6807\u9898<\/strong>: 8\u5c81\u7684\u5c0f\u59d1\u5a18\u53ef\u80fd\u6709\u81ea\u6deb\u75c7\u5417<br \/>\n<strong>\u60a3\u8005\u54a8\u8be2<\/strong>: \u4e24\u817f\u4ea4\u53c9\u4e0a\u4e0b\u64e6\u52a8,\u78e8\u64e6\u65f6\u518d\u6b21\u51fa\u73b0\u9762\u7ea2,\u773c\u795e\u51dd\u671b\u53ca\u989d\u5934\u6216\u5168\u8eab\u6d41\u6c57\u7b49\u73b0\u8c61.\u5c0f\u513f\u591a\u5728\u5165\u7720\u524d,\u521a\u7761\u9971\u65f6\u6216\u5355\u72ec\u5b09\u620f\u65f6\u5b9e\u65bd.\u6bcf\u6b21\u6301\u7ee7\u6570\u5206\u949f,\u590d\u53d1\u6b21\u6570\u4e0d\u7b49,\u53ef\u4e00\u65e5\u6570\u6b21,\u6216\u6570\u6708&#8230;<br \/>\n<strong>\u533b\u751f\u56de\u7b54<\/strong>: \u8fd9\u4e2a\u53ef\u80fd\u4f1a\u4e0e\u5b69\u5b50\u7684\u5fc3\u7406\u56e0\u7d20\u5173\u4e8e\u7684.\u6709\u7684\u513f\u7ae5\u56e0\u5bb6\u5ead\u6c14\u6c1b\u7d27\u5f20,\u7f3a\u5c11\u6bcd\u7231,\u906d\u9047\u6027\u522b\u6b67\u89c6\u7b49\u611f\u60c5\u4e0a\u4e0d\u80fd\u83b7\u5f97\u4eab\u53d7,\u53c8\u65e0\u73a9\u5177\u53ef\u73a9,\u901a\u8fc7\u81ea\u8eab\u6253\u51fb\u6765\u8c0b\u6c42\u53d1\u6cc4,\u4ece\u800c\u4ea7\u751f\u5939\u817f\u52a8\u4f5c.\u6307\u5bfc\u610f\u89c1\uff1a\u5efa\u8bae\u4f60\u5e73\u65f6\u4e0d\u8981\u94bb\u8fc7\u4e8e\u76ae\u88e4\u7684\u8863\u88e4,\u7761\u524d\u53ef\u5b9e\u65bd\u9002\u5f53\u7684\u4f53\u80b2\u6d3b\u52a8,\u4f7f\u5b69\u5b50\u75b2\u5026\u540e\u624d\u4e0a\u5e8a\u7761\u89c9,\u4ee5\u4fbf\u80fd\u5f88\u5feb\u5165\u7720.\u7ecf\u5e38\u7ed9\u5b69\u5b50\u64e6\u6d17\u5916\u9634,\u64e6\u6d17\u65f6,\u7559\u610f\u7528\u6c34\u6311\u5f04\u64e6\u6d17,\u800c\u4e0d\u8981\u7528\u624b\u53bb\u64e6\u6d17,\u4ee5\u514d\u5f15\u53d1\u6fc0\u52a8\u6253\u51fb,\u751a\u81f3\u5f15\u6765\u5b69\u5b50\u7684\u8fc7\u65e9\u6027\u4ea4.<\/p>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<h3>\u533b\u7597\u667a\u80fd\u95ee\u7b54\u7cfb\u7edf\u5f00\u53d1<\/h3>\n<p>\u8be5\u6570\u636e\u96c6\u53ef\u76f4\u63a5\u7528\u4e8e\u5f00\u53d1\u513f\u79d1\u533b\u7597\u667a\u80fd\u95ee\u7b54\u7cfb\u7edf\uff0c\u901a\u8fc7\u8bad\u7ec3\u6df1\u5ea6\u5b66\u4e60\u548c\u81ea\u7136\u8bed\u8a00\u5904\u7406\u6a21\u578b\uff0c\u5b9e\u73b0\u81ea\u52a8\u56de\u7b54\u60a3\u8005\u54a8\u8be2\u7684\u529f\u80fd\u3002\u7cfb\u7edf\u53ef\u4ee5\u57fa\u4e8e\u60a3\u8005\u7684\u95ee\u9898\u63cf\u8ff0\uff0c\u81ea\u52a8\u5339\u914d\u6700\u76f8\u5173\u7684\u533b\u751f\u56de\u7b54\uff0c\u63d0\u4f9b\u4e13\u4e1a\u7684\u533b\u7597\u5efa\u8bae\u3002\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u8fd9\u7c7b\u7cfb\u7edf\u53ef\u4ee5\u90e8\u7f72\u5728\u5728\u7ebf\u95ee\u8bca\u5e73\u53f0\u3001\u533b\u9662\u5b98\u7f51\u3001\u79fb\u52a8\u533b\u7597\u5e94\u7528\u7b49\u573a\u666f\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b7\u00d724\u5c0f\u65f6\u7684\u4e13\u4e1a\u533b\u7597\u54a8\u8be2\u670d\u52a1\uff0c\u7f13\u89e3\u533b\u7597\u8d44\u6e90\u7d27\u5f20\u7684\u95ee\u9898\uff0c\u63d0\u9ad8\u533b\u7597\u670d\u52a1\u6548\u7387\u3002\u901a\u8fc7\u5927\u89c4\u6a21\u6570\u636e\u8bad\u7ec3\uff0c\u7cfb\u7edf\u80fd\u591f\u7406\u89e3\u548c\u5904\u7406\u5404\u79cd\u513f\u79d1\u533b\u7597\u95ee\u9898\uff0c\u5305\u62ec\u5e38\u89c1\u75be\u75c5\u7684\u75c7\u72b6\u54a8\u8be2\u3001\u6cbb\u7597\u5efa\u8bae\u3001\u5eb7\u590d\u6307\u5bfc\u7b49\uff0c\u4e3a\u60a3\u8005\u63d0\u4f9b\u53ca\u65f6\u3001\u51c6\u786e\u7684\u533b\u7597\u4fe1\u606f\u652f\u6301\u3002\u8be5\u7cfb\u7edf\u53ef\u4ee5\u663e\u8457\u51cf\u5c11\u60a3\u8005\u7b49\u5f85\u65f6\u95f4\uff0c\u63d0\u9ad8\u533b\u7597\u670d\u52a1\u7684\u53ef\u53ca\u6027\u548c\u4fbf\u5229\u6027\uff0c\u7279\u522b\u9002\u5408\u5904\u7406\u5e38\u89c1\u75c5\u3001\u591a\u53d1\u75c5\u7684\u54a8\u8be2\u9700\u6c42\uff0c\u4e3a\u57fa\u5c42\u533b\u7597\u548c\u8fdc\u7a0b\u533b\u7597\u63d0\u4f9b\u6709\u529b\u652f\u6491\u3002<\/p>\n<h3>\u533b\u7597AI\u6a21\u578b\u8bad\u7ec3\u4e0e\u4f18\u5316<\/h3>\n<p>\u8be5\u6570\u636e\u96c6\u4e3a\u533b\u7597\u9886\u57df\u7684\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u8bad\u7ec3\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u6570\u636e\u8d44\u6e90\uff0c\u53ef\u7528\u4e8e\u8bad\u7ec3\u533b\u7597\u6587\u672c\u5206\u7c7b\u6a21\u578b\u3001\u95ee\u7b54\u5339\u914d\u6a21\u578b\u3001\u6587\u672c\u751f\u6210\u6a21\u578b\u7b49\u3002\u79d1\u7814\u5de5\u4f5c\u8005\u548c\u7b97\u6cd5\u5de5\u7a0b\u5e08\u53ef\u4ee5\u4f7f\u7528\u8be5\u6570\u636e\u96c6\u8bad\u7ec3BERT\u3001GPT\u7b49\u9884\u8bad\u7ec3\u6a21\u578b\u5728\u533b\u7597\u9886\u57df\u7684\u9002\u914d\u6a21\u578b\uff0c\u63d0\u5347\u6a21\u578b\u5728\u533b\u7597\u6587\u672c\u7406\u89e3\u3001\u95ee\u9898\u5206\u7c7b\u3001\u7b54\u6848\u751f\u6210\u7b49\u4efb\u52a1\u4e0a\u7684\u8868\u73b0\u3002\u901a\u8fc7\u8fc1\u79fb\u5b66\u4e60\u548c\u5fae\u8c03\u6280\u672f\uff0c\u53ef\u4ee5\u6784\u5efa\u4e13\u95e8\u7684\u533b\u7597NLP\u6a21\u578b\uff0c\u7528\u4e8e\u533b\u7597\u6587\u672c\u6316\u6398\u3001\u77e5\u8bc6\u62bd\u53d6\u3001\u667a\u80fd\u8bca\u65ad\u8f85\u52a9\u7b49\u5e94\u7528\u3002\u8fd9\u4e9b\u6a21\u578b\u4e0d\u4ec5\u53ef\u4ee5\u7528\u4e8e\u95ee\u7b54\u7cfb\u7edf\uff0c\u8fd8\u53ef\u4ee5\u5e94\u7528\u4e8e\u7535\u5b50\u75c5\u5386\u5206\u6790\u3001\u533b\u5b66\u6587\u732e\u6316\u6398\u3001\u4e34\u5e8a\u51b3\u7b56\u652f\u6301\u7b49\u591a\u4e2a\u533b\u7597AI\u573a\u666f\uff0c\u63a8\u52a8\u533b\u7597\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u521b\u65b0\u53d1\u5c55\u3002\u6a21\u578b\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\uff0c\u53ef\u4ee5\u5229\u7528\u6570\u636e\u96c6\u4e2d\u7684\u79d1\u5ba4\u5206\u7c7b\u4fe1\u606f\u8fdb\u884c\u591a\u4efb\u52a1\u5b66\u4e60\uff0c\u540c\u65f6\u4f18\u5316\u95ee\u9898\u5206\u7c7b\u548c\u7b54\u6848\u751f\u6210\u4e24\u4e2a\u4efb\u52a1\uff0c\u63d0\u5347\u6a21\u578b\u7684\u6574\u4f53\u6027\u80fd\u3002\u6b64\u5916\uff0c\u8be5\u6570\u636e\u96c6\u8fd8\u53ef\u4ee5\u7528\u4e8e\u533b\u7597\u9886\u57df\u7684few-shot\u5b66\u4e60\u3001\u5143\u5b66\u4e60\u7b49\u524d\u6cbf\u7814\u7a76\uff0c\u63a2\u7d22\u5728\u6570\u636e\u7a00\u7f3a\u573a\u666f\u4e0b\u7684\u6a21\u578b\u8bad\u7ec3\u65b9\u6cd5\u3002<\/p>\n<h3>\u533b\u7597\u77e5\u8bc6\u56fe\u8c31\u6784\u5efa<\/h3>\n<p>\u57fa\u4e8e\u8be5\u6570\u636e\u96c6\u7684\u95ee\u7b54\u5185\u5bb9\uff0c\u53ef\u4ee5\u62bd\u53d6\u533b\u7597\u5b9e\u4f53\u3001\u5173\u7cfb\u3001\u5c5e\u6027\u7b49\u77e5\u8bc6\u8981\u7d20\uff0c\u6784\u5efa\u513f\u79d1\u533b\u7597\u77e5\u8bc6\u56fe\u8c31\u3002\u77e5\u8bc6\u56fe\u8c31\u53ef\u4ee5\u5305\u542b\u75be\u75c5\u3001\u75c7\u72b6\u3001\u6cbb\u7597\u65b9\u6cd5\u3001\u7528\u836f\u6307\u5bfc\u3001\u79d1\u5ba4\u5206\u7c7b\u7b49\u5b9e\u4f53\uff0c\u4ee5\u53ca\u5b83\u4eec\u4e4b\u95f4\u7684\u5173\u8054\u5173\u7cfb\uff0c\u5f62\u6210\u7ed3\u6784\u5316\u7684\u533b\u7597\u77e5\u8bc6\u5e93\u3002\u77e5\u8bc6\u56fe\u8c31\u53ef\u4ee5\u652f\u6301\u533b\u7597\u4fe1\u606f\u7684\u667a\u80fd\u68c0\u7d22\u3001\u63a8\u7406\u548c\u63a8\u8350\uff0c\u4e3a\u533b\u7597AI\u5e94\u7528\u63d0\u4f9b\u77e5\u8bc6\u652f\u6491\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u901a\u8fc7\u77e5\u8bc6\u56fe\u8c31\u5b9e\u73b0\u75c7\u72b6\u5230\u75be\u75c5\u7684\u63a8\u7406\u3001\u75be\u75c5\u5230\u6cbb\u7597\u65b9\u6848\u7684\u63a8\u8350\u3001\u836f\u7269\u76f8\u4e92\u4f5c\u7528\u68c0\u67e5\u7b49\u529f\u80fd\u3002\u77e5\u8bc6\u56fe\u8c31\u8fd8\u53ef\u4ee5\u4e0e\u95ee\u7b54\u7cfb\u7edf\u7ed3\u5408\uff0c\u63d0\u4f9b\u66f4\u51c6\u786e\u3001\u66f4\u5168\u9762\u7684\u7b54\u6848\uff0c\u652f\u6301\u591a\u8df3\u63a8\u7406\u548c\u590d\u6742\u67e5\u8be2\uff0c\u63d0\u5347\u667a\u80fd\u533b\u7597\u7cfb\u7edf\u7684\u670d\u52a1\u80fd\u529b\u3002\u901a\u8fc7\u5206\u6790\u6570\u636e\u96c6\u4e2d\u9891\u7e41\u51fa\u73b0\u7684\u75be\u75c5\u3001\u75c7\u72b6\u3001\u6cbb\u7597\u65b9\u6cd5\u7b49\uff0c\u53ef\u4ee5\u8bc6\u522b\u513f\u79d1\u533b\u7597\u9886\u57df\u7684\u6838\u5fc3\u77e5\u8bc6\u8282\u70b9\uff0c\u6784\u5efa\u66f4\u52a0\u5b8c\u6574\u548c\u51c6\u786e\u7684\u533b\u7597\u77e5\u8bc6\u56fe\u8c31\u3002\u77e5\u8bc6\u56fe\u8c31\u53ef\u4ee5\u5e94\u7528\u4e8e\u667a\u80fd\u8bca\u65ad\u7cfb\u7edf\u3001\u533b\u7597\u641c\u7d22\u5f15\u64ce\u3001\u4e34\u5e8a\u51b3\u7b56\u652f\u6301\u7cfb\u7edf\u7b49\u591a\u4e2a\u573a\u666f\uff0c\u4e3a\u533b\u7597AI\u5e94\u7528\u63d0\u4f9b\u7ed3\u6784\u5316\u7684\u77e5\u8bc6\u57fa\u7840\u3002<\/p>\n<h3>\u533b\u7597\u6587\u672c\u6316\u6398\u4e0e\u5206\u6790<\/h3>\n<p>\u8be5\u6570\u636e\u96c6\u5305\u542b\u4e86\u5927\u91cf\u771f\u5b9e\u7684\u533b\u7597\u54a8\u8be2\u6587\u672c\uff0c\u53ef\u4ee5\u7528\u4e8e\u533b\u7597\u6587\u672c\u6316\u6398\u548c\u5206\u6790\u7814\u7a76\u3002\u7814\u7a76\u4eba\u5458\u53ef\u4ee5\u5206\u6790\u60a3\u8005\u54a8\u8be2\u7684\u8bed\u8a00\u7279\u5f81\u3001\u95ee\u9898\u7c7b\u578b\u5206\u5e03\u3001\u5e38\u89c1\u75be\u75c5\u6a21\u5f0f\u7b49\uff0c\u53d1\u73b0\u533b\u7597\u54a8\u8be2\u7684\u89c4\u5f8b\u548c\u8d8b\u52bf\u3002\u901a\u8fc7\u6587\u672c\u6316\u6398\u6280\u672f\uff0c\u53ef\u4ee5\u8bc6\u522b\u5e38\u89c1\u75be\u75c5\u3001\u9ad8\u9891\u75c7\u72b6\u3001\u5178\u578b\u95ee\u9898\u7b49\uff0c\u4e3a\u533b\u7597\u8d44\u6e90\u5206\u914d\u3001\u75be\u75c5\u9884\u9632\u3001\u5065\u5eb7\u6559\u80b2\u7b49\u63d0\u4f9b\u6570\u636e\u652f\u6301\u3002\u8fd8\u53ef\u4ee5\u5206\u6790\u533b\u751f\u56de\u7b54\u7684\u4e13\u4e1a\u7279\u5f81\u3001\u56de\u7b54\u6a21\u5f0f\u3001\u5efa\u8bae\u7c7b\u578b\u7b49\uff0c\u4f18\u5316\u533b\u7597\u54a8\u8be2\u670d\u52a1\u6d41\u7a0b\uff0c\u63d0\u5347\u533b\u7597\u670d\u52a1\u8d28\u91cf\u3002\u6587\u672c\u6316\u6398\u7684\u7ed3\u679c\u53ef\u4ee5\u7528\u4e8e\u533b\u7597\u77e5\u8bc6\u5e93\u5efa\u8bbe\u3001\u533b\u7597\u6307\u5357\u5236\u5b9a\u3001\u60a3\u8005\u6559\u80b2\u6750\u6599\u5236\u4f5c\u7b49\uff0c\u4e3a\u533b\u7597\u884c\u4e1a\u7684\u6570\u636e\u9a71\u52a8\u51b3\u7b56\u63d0\u4f9b\u652f\u6301\u3002\u901a\u8fc7\u5206\u6790\u4e0d\u540c\u79d1\u5ba4\u7684\u95ee\u9898\u5206\u5e03\u548c\u56de\u7b54\u6a21\u5f0f\uff0c\u53ef\u4ee5\u53d1\u73b0\u5404\u4e2a\u79d1\u5ba4\u7684\u54a8\u8be2\u7279\u70b9\u548c\u5e38\u89c1\u95ee\u9898\uff0c\u4e3a\u533b\u9662\u7684\u79d1\u5ba4\u7ba1\u7406\u548c\u8d44\u6e90\u914d\u7f6e\u63d0\u4f9b\u53c2\u8003\u3002\u6b64\u5916\uff0c\u6587\u672c\u6316\u6398\u8fd8\u53ef\u4ee5\u7528\u4e8e\u53d1\u73b0\u6f5c\u5728\u7684\u533b\u7597\u95ee\u9898\u8d8b\u52bf\uff0c\u4e3a\u75be\u75c5\u9884\u9632\u548c\u516c\u5171\u536b\u751f\u7ba1\u7406\u63d0\u4f9b\u65e9\u671f\u9884\u8b66\u3002<\/p>\n<h3>\u533b\u7597\u63a8\u8350\u7cfb\u7edf\u5f00\u53d1<\/h3>\n<p>\u57fa\u4e8e\u8be5\u6570\u636e\u96c6\u7684\u95ee\u7b54\u5185\u5bb9\uff0c\u53ef\u4ee5\u5f00\u53d1\u533b\u7597\u63a8\u8350\u7cfb\u7edf\uff0c\u6839\u636e\u60a3\u8005\u7684\u95ee\u9898\u63cf\u8ff0\uff0c\u63a8\u8350\u76f8\u5173\u7684\u75be\u75c5\u4fe1\u606f\u3001\u6cbb\u7597\u65b9\u6848\u3001\u79d1\u5ba4\u9009\u62e9\u7b49\u3002\u63a8\u8350\u7cfb\u7edf\u53ef\u4ee5\u901a\u8fc7\u534f\u540c\u8fc7\u6ee4\u3001\u5185\u5bb9\u8fc7\u6ee4\u3001\u6df1\u5ea6\u5b66\u4e60\u7b49\u65b9\u6cd5\uff0c\u5b9e\u73b0\u4e2a\u6027\u5316\u533b\u7597\u4fe1\u606f\u63a8\u8350\u3002\u7cfb\u7edf\u53ef\u4ee5\u5206\u6790\u60a3\u8005\u7684\u95ee\u9898\u7279\u5f81\uff0c\u5339\u914d\u76f8\u4f3c\u7684\u5386\u53f2\u54a8\u8be2\u6848\u4f8b\uff0c\u63a8\u8350\u6700\u76f8\u5173\u7684\u533b\u7597\u4fe1\u606f\u548c\u670d\u52a1\u3002\u63a8\u8350\u7cfb\u7edf\u53ef\u4ee5\u5e94\u7528\u4e8e\u5728\u7ebf\u95ee\u8bca\u5e73\u53f0\u3001\u533b\u7597\u641c\u7d22\u5f15\u64ce\u3001\u5065\u5eb7\u7ba1\u7406\u5e94\u7528\u7b49\u573a\u666f\uff0c\u5e2e\u52a9\u60a3\u8005\u5feb\u901f\u627e\u5230\u6240\u9700\u4fe1\u606f\uff0c\u63d0\u5347\u7528\u6237\u4f53\u9a8c\u3002\u901a\u8fc7\u4e0d\u65ad\u5b66\u4e60\u548c\u4f18\u5316\uff0c\u63a8\u8350\u7cfb\u7edf\u53ef\u4ee5\u8d8a\u6765\u8d8a\u51c6\u786e\u5730\u7406\u89e3\u60a3\u8005\u9700\u6c42\uff0c\u63d0\u4f9b\u66f4\u7cbe\u51c6\u7684\u533b\u7597\u4fe1\u606f\u63a8\u8350\u670d\u52a1\u3002\u63a8\u8350\u7cfb\u7edf\u8fd8\u53ef\u4ee5\u7ed3\u5408\u60a3\u8005\u7684\u75c5\u53f2\u3001\u75c7\u72b6\u7b49\u4fe1\u606f\uff0c\u63d0\u4f9b\u66f4\u52a0\u4e2a\u6027\u5316\u548c\u7cbe\u51c6\u7684\u533b\u7597\u5efa\u8bae\uff0c\u5e2e\u52a9\u60a3\u8005\u505a\u51fa\u66f4\u597d\u7684\u533b\u7597\u51b3\u7b56\u3002\u6b64\u5916\uff0c\u63a8\u8350\u7cfb\u7edf\u8fd8\u53ef\u4ee5\u7528\u4e8e\u533b\u751f\u8f85\u52a9\u8bca\u65ad\uff0c\u6839\u636e\u60a3\u8005\u7684\u75c7\u72b6\u548c\u75c5\u53f2\uff0c\u63a8\u8350\u76f8\u5173\u7684\u8bca\u65ad\u601d\u8def\u548c\u6cbb\u7597\u65b9\u6848\uff0c\u63d0\u9ad8\u533b\u751f\u7684\u8bca\u7597\u6548\u7387\u3002<\/p>\n<h3>\u533b\u7597\u5ba2\u670d\u673a\u5668\u4eba\u8bad\u7ec3<\/h3>\n<p>\u8be5\u6570\u636e\u96c6\u53ef\u4ee5\u7528\u4e8e\u8bad\u7ec3\u533b\u7597\u5ba2\u670d\u673a\u5668\u4eba\uff0c\u5b9e\u73b0\u81ea\u52a8\u5316\u7684\u533b\u7597\u54a8\u8be2\u670d\u52a1\u3002\u5ba2\u670d\u673a\u5668\u4eba\u53ef\u4ee5\u7406\u89e3\u60a3\u8005\u7684\u81ea\u7136\u8bed\u8a00\u95ee\u9898\uff0c\u63d0\u4f9b\u4e13\u4e1a\u7684\u533b\u7597\u5efa\u8bae\u548c\u6307\u5bfc\uff0c\u5904\u7406\u5e38\u89c1\u7684\u533b\u7597\u54a8\u8be2\u9700\u6c42\u3002\u901a\u8fc7\u5bf9\u8bdd\u7cfb\u7edf\u6280\u672f\uff0c\u673a\u5668\u4eba\u53ef\u4ee5\u652f\u6301\u591a\u8f6e\u5bf9\u8bdd\uff0c\u7406\u89e3\u4e0a\u4e0b\u6587\uff0c\u63d0\u4f9b\u8fde\u8d2f\u7684\u54a8\u8be2\u670d\u52a1\u3002\u5ba2\u670d\u673a\u5668\u4eba\u53ef\u4ee5\u90e8\u7f72\u5728\u533b\u9662\u5b98\u7f51\u3001\u5728\u7ebf\u95ee\u8bca\u5e73\u53f0\u3001\u79fb\u52a8\u533b\u7597\u5e94\u7528\u7b49\u573a\u666f\uff0c\u4e3a\u60a3\u8005\u63d0\u4f9b\u4fbf\u6377\u7684\u533b\u7597\u54a8\u8be2\u670d\u52a1\uff0c\u51cf\u8f7b\u4eba\u5de5\u5ba2\u670d\u7684\u5de5\u4f5c\u8d1f\u62c5\u3002\u673a\u5668\u4eba\u53ef\u4ee5\u5904\u7406\u5927\u91cf\u5e76\u53d1\u54a8\u8be2\u8bf7\u6c42\uff0c\u63d0\u4f9b\u5feb\u901f\u54cd\u5e94\uff0c\u63d0\u5347\u670d\u52a1\u6548\u7387\u3002\u901a\u8fc7\u6301\u7eed\u5b66\u4e60\u548c\u4f18\u5316\uff0c\u673a\u5668\u4eba\u53ef\u4ee5\u4e0d\u65ad\u6539\u8fdb\u670d\u52a1\u8d28\u91cf\uff0c\u63d0\u4f9b\u66f4\u52a0\u4e13\u4e1a\u3001\u51c6\u786e\u7684\u533b\u7597\u54a8\u8be2\u670d\u52a1\u3002\u5ba2\u670d\u673a\u5668\u4eba\u8fd8\u53ef\u4ee5\u7ed3\u5408\u77e5\u8bc6\u56fe\u8c31\u548c\u63a8\u8350\u7cfb\u7edf\uff0c\u63d0\u4f9b\u66f4\u52a0\u667a\u80fd\u548c\u4e2a\u6027\u5316\u7684\u670d\u52a1\uff0c\u6839\u636e\u60a3\u8005\u7684\u95ee\u9898\u548c\u9700\u6c42\uff0c\u4e3b\u52a8\u63a8\u8350\u76f8\u5173\u7684\u533b\u7597\u4fe1\u606f\u548c\u8d44\u6e90\u3002\u6b64\u5916\uff0c\u5ba2\u670d\u673a\u5668\u4eba\u8fd8\u53ef\u4ee5\u7528\u4e8e\u533b\u7597\u673a\u6784\u7684\u5185\u90e8\u57f9\u8bad\uff0c\u5e2e\u52a9\u65b0\u533b\u751f\u5b66\u4e60\u548c\u638c\u63e1\u5e38\u89c1\u75be\u75c5\u7684\u8bca\u65ad\u548c\u6cbb\u7597\u65b9\u6cd5\u3002<\/p>\n<h2>\u7ed3\u5c3e<\/h2>\n<p>\u513f\u79d1\u533b\u7597\u95ee\u7b54\u6570\u636e\u96c6\u662f\u4e00\u4e2a\u9ad8\u8d28\u91cf\u3001\u5927\u89c4\u6a21\u3001\u4e13\u4e1a\u5316\u7684\u533b\u7597\u9886\u57df\u6570\u636e\u96c6\uff0c\u4e3a\u533b\u7597\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u548c\u5e94\u7528\u63d0\u4f9b\u4e86\u5b9d\u8d35\u7684\u6570\u636e\u8d44\u6e90\u3002\u6570\u636e\u96c6\u5305\u542b\u8d85\u8fc710\u4e07\u6761\u771f\u5b9e\u7684\u513f\u79d1\u533b\u7597\u95ee\u7b54\u8bb0\u5f55\uff0c\u6db5\u76d6\u4e8611\u4e2a\u4e13\u4e1a\u79d1\u5ba4\uff0c\u5177\u6709\u6570\u636e\u89c4\u6a21\u5927\u3001\u8d28\u91cf\u9ad8\u3001\u8986\u76d6\u9886\u57df\u5e7f\u3001\u95ee\u7b54\u5bf9\u5b8c\u6574\u7b49\u4f18\u52bf\u7279\u5f81\u3002\u8be5\u6570\u636e\u96c6\u53ef\u76f4\u63a5\u5e94\u7528\u4e8e\u533b\u7597\u667a\u80fd\u95ee\u7b54\u7cfb\u7edf\u5f00\u53d1\u3001\u533b\u7597AI\u6a21\u578b\u8bad\u7ec3\u3001\u533b\u7597\u77e5\u8bc6\u56fe\u8c31\u6784\u5efa\u3001\u533b\u7597\u6587\u672c\u6316\u6398\u3001\u533b\u7597\u63a8\u8350\u7cfb\u7edf\u5f00\u53d1\u3001\u533b\u7597\u5ba2\u670d\u673a\u5668\u4eba\u8bad\u7ec3\u7b49\u591a\u4e2a\u5e94\u7528\u573a\u666f\uff0c\u4e3a\u533b\u7597\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u53d1\u5c55\u548c\u5e94\u7528\u63d0\u4f9b\u5f3a\u6709\u529b\u7684\u6570\u636e\u652f\u6491\u3002<\/p>\n<p>\u5bf9\u4e8e\u79d1\u7814\u5de5\u4f5c\u8005\u800c\u8a00\uff0c\u8be5\u6570\u636e\u96c6\u53ef\u4ee5\u7528\u4e8e\u533b\u7597NLP\u7814\u7a76\u3001\u95ee\u7b54\u7cfb\u7edf\u4f18\u5316\u3001\u77e5\u8bc6\u56fe\u8c31\u6784\u5efa\u3001\u6587\u672c\u6316\u6398\u5206\u6790\u7b49\u7814\u7a76\u65b9\u5411\uff0c\u63a8\u52a8\u533b\u7597\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u521b\u65b0\u53d1\u5c55\u3002\u5bf9\u4e8e\u4ea7\u4e1a\u5e94\u7528\u800c\u8a00\uff0c\u8be5\u6570\u636e\u96c6\u53ef\u4ee5\u76f4\u63a5\u5e94\u7528\u4e8e\u667a\u80fd\u533b\u7597\u54a8\u8be2\u5e73\u53f0\u3001AI\u533b\u7597\u52a9\u624b\u3001\u5728\u7ebf\u95ee\u8bca\u7cfb\u7edf\u7b49\u4ea7\u54c1\u7684\u5f00\u53d1\u4e0e\u4f18\u5316\uff0c\u63d0\u5347\u533b\u7597\u670d\u52a1\u7684\u667a\u80fd\u5316\u6c34\u5e73\uff0c\u6539\u5584\u60a3\u8005\u5c31\u533b\u4f53\u9a8c\u3002<\/p>\n<p>\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u8be5\u6570\u636e\u96c6\u4ec5\u7528\u4e8e\u79d1\u7814\u548c\u5408\u6cd5\u7684\u5546\u4e1a\u5e94\u7528\uff0c\u4f7f\u7528\u65f6\u5e94\u5f53\u9075\u5b88\u76f8\u5173\u6cd5\u5f8b\u6cd5\u89c4\uff0c\u4fdd\u62a4\u60a3\u8005\u9690\u79c1\uff0c\u786e\u4fdd\u6570\u636e\u5b89\u5168\u3002\u5728\u533b\u7597AI\u5e94\u7528\u5f00\u53d1\u4e2d\uff0c\u5e94\u5f53\u7ed3\u5408\u4e13\u4e1a\u533b\u7597\u4eba\u5458\u7684\u5ba1\u6838\u548c\u6307\u5bfc\uff0c\u786e\u4fddAI\u7cfb\u7edf\u63d0\u4f9b\u7684\u4fe1\u606f\u51c6\u786e\u3001\u53ef\u9760\uff0c\u4e0d\u80fd\u66ff\u4ee3\u4e13\u4e1a\u533b\u7597\u8bca\u65ad\u548c\u6cbb\u7597\u3002<\/p>\n<p>\u6709\u9700\u8981\u53ef\u79c1\u4fe1\u83b7\u53d6\u66f4\u591a\u4fe1\u606f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u53c2\u8003\u6570\u636e\u96c6\uff1a\u513f\u79d1\u533b\u7597\u95ee\u7b54\u6570\u636e\u96c6https:\/\/dianshudata.com\/dataDetail\/13842<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_seopress_robots_primary_cat":"","_seopress_titles_title":"","_seopress_titles_desc":"","_seopress_robots_index":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[173],"tags":[211,179,176,178],"class_list":["post-2053","post","type-post","status-publish","format-standard","hentry","category-173","tag-211","tag-ai","tag-176","tag-178"],"_links":{"self":[{"href":"https:\/\/dianshudata.com\/story\/wp-json\/wp\/v2\/posts\/2053","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dianshudata.com\/story\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dianshudata.com\/story\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dianshudata.com\/story\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/dianshudata.com\/story\/wp-json\/wp\/v2\/comments?post=2053"}],"version-history":[{"count":1,"href":"https:\/\/dianshudata.com\/story\/wp-json\/wp\/v2\/posts\/2053\/revisions"}],"predecessor-version":[{"id":2054,"href":"https:\/\/dianshudata.com\/story\/wp-json\/wp\/v2\/posts\/2053\/revisions\/2054"}],"wp:attachment":[{"href":"https:\/\/dianshudata.com\/story\/wp-json\/wp\/v2\/media?parent=2053"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dianshudata.com\/story\/wp-json\/wp\/v2\/categories?post=2053"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dianshudata.com\/story\/wp-json\/wp\/v2\/tags?post=2053"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}