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17\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u8de8\u5883\u7535\u5546\u5927\u6570\u636e\u5206\u6790\u4e2d\u7684\u5e94\u7528\u7814\u7a76
18\uff0c\u57fa\u4e8e\u5927\u6570\u636e\u7684\u7528\u6237\u4fe1\u7528\u8bc4\u4f30\u667a\u80fd\u5efa\u6a21\u7814\u7a76
19\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u516c\u5171\u5b89\u5168\u89c6\u9891\u5927\u6570\u636e\u5206\u6790\u4e2d\u7684\u5e94\u7528\u7814\u7a76
20\uff0c\u5927\u6570\u636e\u9a71\u52a8\u7684\u667a\u80fd\u4f9b\u5e94\u94fe\u98ce\u9669\u9884\u6d4b\u4e0e\u63a7\u5236\u7814\u7a76<\/p>\n\n\n\n

\u4e94\u3001\u4eba\u5de5\u667a\u80fd\u4e0e\u901a\u4fe1\u6280\u672f<\/h2>\n\n\n\n

1\uff0c5G\u7f51\u7edc\u4e0b\u7684\u4eba\u5de5\u667a\u80fd\u8d44\u6e90\u8c03\u5ea6\u4f18\u5316\u7814\u7a76
2\uff0cAI\u9a71\u52a8\u76846G\u901a\u4fe1\u7cfb\u7edf\u667a\u80fd\u9891\u8c31\u7ba1\u7406\u7814\u7a76
3\uff0c\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u65e0\u7ebf\u4fe1\u9053\u9884\u6d4b\u4e0e\u4f18\u5316\u7814\u7a76
4\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u7269\u8054\u7f51\u901a\u4fe1\u534f\u8bae\u4f18\u5316\u4e2d\u7684\u5e94\u7528\u7814\u7a76
5\uff0cAI\u8d4b\u80fd\u7684\u536b\u661f\u901a\u4fe1\u4fe1\u53f7\u667a\u80fd\u68c0\u6d4b\u7814\u7a76
6\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u5149\u901a\u4fe1\u4fe1\u53f7\u8c03\u5236\u8bc6\u522b\u4e2d\u7684\u5e94\u7528\u7814\u7a76
7\uff0c\u8fb9\u7f18\u8ba1\u7b97\u9a71\u52a8\u7684AI\u901a\u4fe1\u7cfb\u7edf\u80fd\u6548\u4f18\u5316\u7814\u7a76
8\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u79fb\u52a8\u901a\u4fe1\u7f51\u7edc\u6d41\u91cf\u9884\u6d4b\u4e2d\u7684\u5e94\u7528\u7814\u7a76
9\uff0c\u57fa\u4e8eAI\u7684\u667a\u80fd\u5e72\u6270\u68c0\u6d4b\u4e0e\u901a\u4fe1\u6297\u5e72\u6270\u6280\u672f\u7814\u7a76
10\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u5e94\u6025\u901a\u4fe1\u7cfb\u7edf\u4f18\u5316\u4e2d\u7684\u5e94\u7528\u7814\u7a76
11\uff0cAI\u8d4b\u80fd\u7684\u672a\u6765\u7f51\u7edc\u5207\u7247\u667a\u80fd\u7ba1\u7406\u7814\u7a76
12\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u8702\u7a9d\u901a\u4fe1\u529f\u7387\u63a7\u5236\u4e2d\u7684\u5e94\u7528\u7814\u7a76
13\uff0c\u57fa\u4e8eAI\u7684\u536b\u661f\u4e0e\u5730\u9762\u878d\u5408\u901a\u4fe1\u7814\u7a76
14\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u6c34\u4e0b\u901a\u4fe1\u4fe1\u53f7\u8bc6\u522b\u4e2d\u7684\u5e94\u7528\u7814\u7a76
15\uff0cAI\u9a71\u52a8\u7684\u65e0\u4eba\u673a\u901a\u4fe1\u94fe\u8def\u4f18\u5316\u7814\u7a76
16\uff0c\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684MIMO\u901a\u4fe1\u7cfb\u7edf\u4f18\u5316\u7814\u7a76
17\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u4f4e\u8f68\u536b\u661f\u4e92\u8054\u7f51\u4e2d\u7684\u5e94\u7528\u7814\u7a76
18\uff0cAI\u8d4b\u80fd\u7684\u5e94\u6025\u6551\u707e\u901a\u4fe1\u4fdd\u969c\u7cfb\u7edf\u7814\u7a76
19\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u8f66\u8054\u7f51\u901a\u4fe1\u4e2d\u7684\u4f18\u5316\u5e94\u7528\u7814\u7a76
20\uff0cAI\u9a71\u52a8\u7684\u667a\u80fd\u65e0\u7ebf\u4f20\u611f\u5668\u7f51\u7edc\u80fd\u6548\u4f18\u5316\u7814\u7a76<\/p>\n\n\n\n

\u516d\u3001\u4eba\u5de5\u667a\u80fd\u4e0e\u5d4c\u5165\u5f0f\u7cfb\u7edf<\/h2>\n\n\n\n

1\uff0c\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u5d4c\u5165\u5f0f\u56fe\u50cf\u8bc6\u522b\u7cfb\u7edf\u8bbe\u8ba1\u4e0e\u5b9e\u73b0
2\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u5d4c\u5165\u5f0f\u8bed\u97f3\u52a9\u624b\u4e2d\u7684\u5e94\u7528\u7814\u7a76
3\uff0c\u8f7b\u91cf\u5316AI\u6a21\u578b\u5728\u8fb9\u7f18\u5d4c\u5165\u5f0f\u8bbe\u5907\u4e2d\u7684\u4f18\u5316\u7814\u7a76
4\uff0c\u57fa\u4e8e\u5d4c\u5165\u5f0f\u5e73\u53f0\u7684\u667a\u80fd\u5bb6\u5c45\u63a7\u5236\u7cfb\u7edf\u8bbe\u8ba1\u4e0e\u5b9e\u73b0
5\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u53ef\u7a7f\u6234\u5065\u5eb7\u76d1\u6d4b\u8bbe\u5907\u4e2d\u7684\u5e94\u7528\u7814\u7a76
6\uff0c\u5d4c\u5165\u5f0fAI\u7cfb\u7edf\u5728\u65e0\u4eba\u673a\u89c6\u89c9\u8bc6\u522b\u4e2d\u7684\u7814\u7a76
7\uff0c\u57fa\u4e8e\u5d4c\u5165\u5f0f\u5e73\u53f0\u7684\u667a\u80fd\u519c\u4e1a\u76d1\u6d4b\u7cfb\u7edf\u8bbe\u8ba1\u4e0e\u5b9e\u73b0
8\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u5d4c\u5165\u5f0f\u5b89\u9632\u76d1\u63a7\u7cfb\u7edf\u4e2d\u7684\u5e94\u7528\u7814\u7a76
9\uff0c\u57fa\u4e8e\u4f4e\u529f\u8017\u5d4c\u5165\u5f0f\u7cfb\u7edf\u7684\u667a\u80fd\u4ea4\u901a\u76d1\u63a7\u7814\u7a76
10\uff0c\u5d4c\u5165\u5f0fAI\u5728\u5de5\u4e1a\u7269\u8054\u7f51\u7ec8\u7aef\u4e2d\u7684\u5e94\u7528\u7814\u7a76
11\uff0c\u57fa\u4e8e\u5d4c\u5165\u5f0f\u5e73\u53f0\u7684\u667a\u80fd\u8bed\u97f3\u8bc6\u522b\u7cfb\u7edf\u4f18\u5316\u7814\u7a76
12\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u5d4c\u5165\u5f0f\u673a\u5668\u4eba\u63a7\u5236\u7cfb\u7edf\u4e2d\u7684\u5e94\u7528\u7814\u7a76
13\uff0c\u57fa\u4e8e\u5d4c\u5165\u5f0f\u7cfb\u7edf\u7684\u667a\u80fd\u533b\u7597\u76d1\u6d4b\u8bbe\u5907\u8bbe\u8ba1\u7814\u7a76
14\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u5d4c\u5165\u5f0f\u5bfc\u822a\u7cfb\u7edf\u4e2d\u7684\u4f18\u5316\u7814\u7a76
15\uff0c\u57fa\u4e8e\u5d4c\u5165\u5f0fAI\u7684\u667a\u80fd\u7535\u529b\u76d1\u6d4b\u7cfb\u7edf\u8bbe\u8ba1\u7814\u7a76
16\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u5d4c\u5165\u5f0f\u89c6\u9891\u5904\u7406\u4e2d\u7684\u5e94\u7528\u7814\u7a76
17\uff0c\u5d4c\u5165\u5f0fAI\u5728\u667a\u80fd\u6c7d\u8f66\u9a7e\u9a76\u8f85\u52a9\u4e2d\u7684\u5e94\u7528\u7814\u7a76
18\uff0c\u57fa\u4e8e\u5d4c\u5165\u5f0f\u5e73\u53f0\u7684\u667a\u6167\u7167\u660e\u63a7\u5236\u7cfb\u7edf\u7814\u7a76
19\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u5d4c\u5165\u5f0f\u8fdc\u7a0b\u533b\u7597\u7cfb\u7edf\u4e2d\u7684\u5e94\u7528\u7814\u7a76
20\uff0c\u5d4c\u5165\u5f0fAI\u5728\u8fb9\u7f18\u667a\u80fd\u8ba1\u7b97\u4e2d\u7684\u5e94\u7528\u7814\u7a76<\/p>\n\n\n\n

\u4e03\u3001\u4eba\u5de5\u667a\u80fd\u4e0e\u8ba1\u7b97\u673a\u89c6\u89c9<\/h2>\n\n\n\n

1\uff0c\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u533b\u5b66\u5f71\u50cf\u667a\u80fd\u8bca\u65ad\u7cfb\u7edf\u7814\u7a76
2\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u65e0\u4eba\u9a7e\u9a76\u76ee\u6807\u68c0\u6d4b\u4e2d\u7684\u5e94\u7528\u7814\u7a76
3\uff0c\u57fa\u4e8e\u8ba1\u7b97\u673a\u89c6\u89c9\u7684\u667a\u80fd\u5b89\u9632\u76d1\u63a7\u7cfb\u7edf\u7814\u7a76
4\uff0c\u6df1\u5ea6\u5b66\u4e60\u5728\u5de5\u4e1a\u7f3a\u9677\u68c0\u6d4b\u4e2d\u7684\u5e94\u7528\u7814\u7a76
5\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u667a\u6167\u96f6\u552e\u89c6\u9891\u5206\u6790\u4e2d\u7684\u5e94\u7528\u7814\u7a76
6\uff0c\u57fa\u4e8e\u8ba1\u7b97\u673a\u89c6\u89c9\u7684\u667a\u80fd\u4eba\u6d41\u76d1\u6d4b\u4e0e\u9884\u6d4b\u7814\u7a76
7\uff0c\u6df1\u5ea6\u5b66\u4e60\u5728\u56fe\u50cf\u8d85\u5206\u8fa8\u7387\u91cd\u5efa\u4e2d\u7684\u5e94\u7528\u7814\u7a76
8\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u4e09\u7ef4\u4eba\u8138\u8bc6\u522b\u4e2d\u7684\u4f18\u5316\u7814\u7a76
9\uff0c\u57fa\u4e8e\u8ba1\u7b97\u673a\u89c6\u89c9\u7684\u667a\u80fd\u4ea4\u901a\u8fdd\u89c4\u68c0\u6d4b\u7814\u7a76
10\uff0c\u6df1\u5ea6\u5b66\u4e60\u5728\u519c\u4f5c\u7269\u75c5\u866b\u5bb3\u8bc6\u522b\u4e2d\u7684\u5e94\u7528\u7814\u7a76
11\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u667a\u6167\u8bfe\u5802\u6559\u5b66\u884c\u4e3a\u5206\u6790\u4e2d\u7684\u5e94\u7528\u7814\u7a76
12\uff0c\u8ba1\u7b97\u673a\u89c6\u89c9\u5728\u865a\u62df\u73b0\u5b9e\u4ea4\u4e92\u4f53\u9a8c\u63d0\u5347\u4e2d\u7684\u5e94\u7528\u7814\u7a76
13\uff0c\u6df1\u5ea6\u5b66\u4e60\u5728\u827a\u672f\u54c1\u56fe\u50cf\u8bc6\u522b\u4e0e\u9274\u5b9a\u4e2d\u7684\u5e94\u7528\u7814\u7a76
14\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u6c34\u4e0b\u76ee\u6807\u8bc6\u522b\u4e2d\u7684\u5e94\u7528\u7814\u7a76
15\uff0c\u57fa\u4e8e\u8ba1\u7b97\u673a\u89c6\u89c9\u7684\u667a\u6167\u5efa\u7b51\u7ed3\u6784\u5065\u5eb7\u76d1\u6d4b\u7814\u7a76
16\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u707e\u5bb3\u573a\u666f\u56fe\u50cf\u8bc6\u522b\u4e2d\u7684\u5e94\u7528\u7814\u7a76
17\uff0c\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u884c\u4eba\u518d\u8bc6\u522b\u7cfb\u7edf\u7814\u7a76
18\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u65e0\u4eba\u673a\u822a\u62cd\u56fe\u50cf\u5206\u6790\u4e2d\u7684\u5e94\u7528\u7814\u7a76
19\uff0c\u8ba1\u7b97\u673a\u89c6\u89c9\u5728\u5783\u573e\u5206\u7c7b\u667a\u80fd\u8bc6\u522b\u4e2d\u7684\u5e94\u7528\u7814\u7a76
20\uff0c\u57fa\u4e8eAI\u7684\u591a\u6a21\u6001\u56fe\u50cf\u878d\u5408\u4e0e\u8bc6\u522b\u7814\u7a76<\/p>\n\n\n\n

\u516b\u3001\u4eba\u5de5\u667a\u80fd\u4e0e\u81ea\u7136\u8bed\u8a00\u5904\u7406<\/h2>\n\n\n\n

1\uff0c\u57fa\u4e8eBERT\u6a21\u578b\u7684\u4e2d\u6587\u6587\u672c\u5206\u7c7b\u4f18\u5316\u7814\u7a76
2\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u8de8\u8bed\u8a00\u673a\u5668\u7ffb\u8bd1\u4e2d\u7684\u5e94\u7528\u7814\u7a76
3\uff0c\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u4e2d\u6587\u60c5\u611f\u5206\u6790\u6a21\u578b\u4f18\u5316\u7814\u7a76
4\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u667a\u80fd\u5ba2\u670d\u7cfb\u7edf\u4e2d\u7684\u5e94\u7528\u7814\u7a76
5\uff0c\u57fa\u4e8e\u9884\u8bad\u7ec3\u6a21\u578b\u7684\u4e2d\u6587\u81ea\u52a8\u6458\u8981\u751f\u6210\u7814\u7a76
6\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u533b\u7597\u5bf9\u8bdd\u7cfb\u7edf\u4e2d\u7684\u5e94\u7528\u7814\u7a76
7\uff0c\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u8206\u60c5\u6587\u672c\u81ea\u52a8\u8bc6\u522b\u7814\u7a76
8\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u77e5\u8bc6\u56fe\u8c31\u6784\u5efa\u4e2d\u7684\u5e94\u7528\u7814\u7a76
9\uff0c\u57fa\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7684\u667a\u80fd\u641c\u7d22\u5f15\u64ce\u4f18\u5316\u7814\u7a76
10\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u6cd5\u5f8b\u6587\u672c\u81ea\u52a8\u5206\u6790\u4e2d\u7684\u5e94\u7528\u7814\u7a76
11\uff0c\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u4e2d\u6587\u547d\u540d\u5b9e\u4f53\u8bc6\u522b\u7814\u7a76
12\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u8206\u60c5\u5371\u673a\u7ba1\u7406\u4e2d\u7684\u5e94\u7528\u7814\u7a76
13\uff0c\u57fa\u4e8e\u5927\u6a21\u578b\u7684\u4e2d\u6587\u5bf9\u8bdd\u751f\u6210\u4f18\u5316\u7814\u7a76
14\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u6559\u80b2\u667a\u80fd\u4f5c\u6587\u6279\u6539\u4e2d\u7684\u5e94\u7528\u7814\u7a76
15\uff0c\u57fa\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7684\u667a\u80fd\u95ee\u7b54\u7cfb\u7edf\u7814\u7a76
16\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u8de8\u5883\u7535\u5546\u5ba2\u670d\u4e2d\u7684\u8bed\u8a00\u4f18\u5316\u7814\u7a76
17\uff0c\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u4e2d\u6587\u8bed\u97f3\u8f6c\u6587\u672c\u7814\u7a76
18\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u667a\u6167\u533b\u7597\u75c5\u5386\u6587\u672c\u5206\u6790\u4e2d\u7684\u5e94\u7528\u7814\u7a76
19\uff0c\u57fa\u4e8eNLP\u7684\u4f01\u4e1a\u77e5\u8bc6\u5e93\u667a\u80fd\u68c0\u7d22\u7814\u7a76
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