![\"\u5982\u4f55\u7406\u89e3\u8ba1\u7b97\u673a\u89c6\u89c9\u4e2d\u7684\u6ce8\u610f\u529b\u673a\u5236\"](\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/26212638\/b33c6ec8-8fc6-44c1-b9e3-6862c95f2d80.webp\")
<\/p>\n<\/p>\n
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\u6ce8\u610f\u529b\u673a\u5236\u7684\u539f\u7406\u6765\u6e90\u4e8e\u4eba\u7c7b\u7684\u89c6\u89c9\u6ce8\u610f\u529b\u7cfb\u7edf\uff0c\u5373\u6211\u4eec\u7684\u89c6\u89c9\u7cfb\u7edf\u503e\u5411\u4e8e\u96c6\u4e2d\u4e8e\u67d0\u4e9b\u5173\u952e\u4fe1\u606f\u4e0a\uff0c\u800c\u5ffd\u7565\u5176\u4ed6\u4e0d\u90a3\u4e48\u91cd\u8981\u7684\u4fe1\u606f\u3002\u5728\u8ba1\u7b97\u673a\u89c6\u89c9\u4e2d\uff0c\u8fd9\u4e00\u673a\u5236\u901a\u8fc7\u6570\u5b66\u6a21\u578b\u5b9e\u73b0\uff0c\u4e3b\u8981\u5206\u4e3a\u8f6f\u6ce8\u610f\u529b\uff08Soft Attention\uff09\u548c\u786c\u6ce8\u610f\u529b\uff08Hard Attention\uff09\u4e24\u79cd\u7c7b\u578b\u3002<\/p>\n<\/p>\n \u8f6f\u6ce8\u610f\u529b\u673a\u5236\u662f\u4e00\u79cd\u53ef\u5fae\u5206\u7684\u6ce8\u610f\u529b\u7c7b\u578b\uff0c\u80fd\u591f\u5728\u6574\u4e2a\u56fe\u50cf\u4e0a\u751f\u6210\u4e00\u4e2a\u8fde\u7eed\u7684\u6ce8\u610f\u529b\u5206\u5e03\u56fe\u3002\u8fd9\u79cd\u65b9\u6cd5\u7684\u4f18\u70b9\u5728\u4e8e\u53ef\u4ee5\u901a\u8fc7\u6807\u51c6\u7684\u53cd\u5411\u4f20\u64ad\u7b97\u6cd5\u76f4\u63a5\u8bad\u7ec3\uff0c\u4f7f\u5f97\u6743\u91cd\u7684\u8c03\u6574\u66f4\u52a0\u5e73\u6ed1\u548c\u8fde\u8d2f\u3002\u8f6f\u6ce8\u610f\u529b\u901a\u5e38\u7528\u4e8e\u56fe\u50cf\u5206\u7c7b\u3001\u76ee\u6807\u68c0\u6d4b\u548c\u56fe\u50cf\u63cf\u8ff0\u7b49\u4efb\u52a1\u4e2d\uff0c\u901a\u8fc7\u4e3a\u56fe\u50cf\u7684\u6bcf\u4e00\u90e8\u5206\u5206\u914d\u4e0d\u540c\u7684\u6743\u91cd\uff0c\u8ba9\u6a21\u578b\u80fd\u591f\u66f4\u52a0\u5173\u6ce8\u4e8e\u91cd\u8981\u7279\u5f81\u7684\u63d0\u53d6\u3002<\/p>\n<\/p>\n \u76f8\u6bd4\u4e4b\u4e0b\uff0c\u786c\u6ce8\u610f\u529b\u9009\u62e9\u6027\u5730\u5173\u6ce8\u56fe\u50cf\u4e2d\u7684\u67d0\u4e00\u5c0f\u90e8\u5206\u533a\u57df\uff0c\u800c\u5b8c\u5168\u5ffd\u7565\u5176\u4ed6\u533a\u57df\uff0c\u8fd9\u79cd\u7b56\u7565\u66f4\u8d34\u8fd1\u4eba\u7c7b\u7684\u89c6\u89c9\u5904\u7406\u65b9\u5f0f\u3002\u786c\u6ce8\u610f\u529b\u7684\u6311\u6218\u5728\u4e8e\u5b83\u7684\u975e\u53ef\u5fae\u6027\uff0c\u8fd9\u610f\u5473\u7740\u5b83\u901a\u5e38\u9700\u8981\u4f7f\u7528\u5f3a\u5316\u5b66\u4e60\u6216\u5176\u4ed6\u975e\u68af\u5ea6\u4f18\u5316\u6280\u672f\u8fdb\u884c\u8bad\u7ec3\u3002\u786c\u6ce8\u610f\u529b\u867d\u7136\u8ba1\u7b97\u590d\u6742\u5ea6\u8f83\u9ad8\uff0c\u4f46\u5728\u5904\u7406\u5982\u56fe\u50cf\u5206\u5272\u7b49\u9700\u8981\u7cbe\u7ec6\u5b9a\u4f4d\u7684\u4efb\u52a1\u65f6\uff0c\u80fd\u591f\u63d0\u4f9b\u66f4\u4e3a\u7cbe\u786e\u7684\u7ed3\u679c\u3002<\/p>\n<\/p>\n \u5728\u8ba1\u7b97\u673a\u89c6\u89c9\u9886\u57df\uff0c\u6ce8\u610f\u529b\u673a\u5236\u5df2\u88ab\u5e7f\u6cdb\u5e94\u7528\u4e8e\u591a\u4e2a\u4efb\u52a1\u4e2d\uff0c\u5305\u62ec\u4f46\u4e0d\u9650\u4e8e\u56fe\u50cf\u5206\u7c7b\u3001\u76ee\u6807\u68c0\u6d4b\u3001\u573a\u666f\u7406\u89e3\u4ee5\u53ca\u89c6\u89c9\u95ee\u7b54\u7b49\u3002<\/p>\n<\/p>\n \u5728\u56fe\u50cf\u5206\u7c7b\u4efb\u52a1\u4e2d\uff0c\u6ce8\u610f\u529b\u673a\u5236\u80fd\u591f\u5e2e\u52a9\u6a21\u578b\u96c6\u4e2d\u4e8e\u4e0e\u4efb\u52a1\u5bc6\u5207\u76f8\u5173\u7684\u56fe\u50cf\u533a\u57df\uff0c\u5ffd\u7565\u80cc\u666f\u566a\u58f0\u6216\u65e0\u5173\u4fe1\u606f\u3002\u8fd9\u6837\u4e0d\u4ec5\u63d0\u9ad8\u4e86\u5206\u7c7b\u7cbe\u5ea6\uff0c\u8fd8\u964d\u4f4e\u4e86\u56e0\u80cc\u666f\u590d\u6742\u9020\u6210\u7684\u8bef\u5206\u7387\u3002<\/p>\n<\/p>\n \u76ee\u6807\u68c0\u6d4b\u4efb\u52a1\u8981\u6c42\u6a21\u578b\u5b9a\u4f4d\u56fe\u50cf\u4e2d\u7684\u591a\u4e2a\u5bf9\u8c61\u5e76\u8bc6\u522b\u5b83\u4eec\u3002\u901a\u8fc7\u5f15\u5165\u6ce8\u610f\u529b\u673a\u5236\uff0c\u6a21\u578b\u80fd\u591f\u4f18\u5148\u5904\u7406\u56fe\u50cf\u4e2d\u5305\u542b\u5173\u952e\u7279\u5f81\u7684\u533a\u57df\uff0c\u8fd9\u6837\u80fd\u591f\u5728\u5305\u542b\u591a\u4e2a\u5bf9\u8c61\u6216\u5bf9\u8c61\u906e\u6321\u60c5\u51b5\u4e0b\uff0c\u63d0\u9ad8\u5b9a\u4f4d\u548c\u8bc6\u522b\u7684\u51c6\u786e\u7387\u3002<\/p>\n<\/p>\n \u6ce8\u610f\u529b\u673a\u5236\u6700\u5927\u7684\u4f18\u52bf\u5728\u4e8e\u5176\u6539\u5584\u4e86\u6a21\u578b\u7684\u89e3\u91ca\u6027\u548c\u6027\u80fd<\/strong>\u3002\u901a\u8fc7\u52a8\u6001\u8c03\u6574\u5173\u6ce8\u7684\u7126\u70b9\uff0c\u6a21\u578b\u80fd\u591f\u7406\u89e3\u56fe\u50cf\u7684\u54ea\u90e8\u5206\u662f\u505a\u51fa\u51b3\u7b56\u65f6\u6700\u5173\u952e\u7684\uff0c\u4e3a\u6a21\u578b\u7684\u51b3\u7b56\u8fc7\u7a0b\u63d0\u4f9b\u4e86\u4e00\u79cd\u76f4\u89c2\u7684\u89e3\u91ca\u3002\u6b64\u5916\uff0c\u6ce8\u610f\u529b\u673a\u5236\u8fd8\u80fd\u591f\u63d0\u9ad8\u6a21\u578b\u5904\u7406\u590d\u6742\u573a\u666f\u7684\u80fd\u529b\uff0c\u7279\u522b\u662f\u5728\u906e\u6321\u548c\u80cc\u666f\u566a\u58f0\u7b49\u60c5\u51b5\u4e0b\uff0c\u80fd\u591f\u6709\u6548\u63d0\u5347\u6a21\u578b\u7684\u9884\u6d4b\u80fd\u529b\u3002<\/p>\n<\/p>\n \u6ce8\u610f\u529b\u673a\u5236\u901a\u8fc7\u6a21\u62df\u4eba\u7c7b\u7684\u89c6\u89c9\u6ce8\u610f\u529b\u539f\u7406\uff0c\u6781\u5927\u5730\u589e\u5f3a\u4e86\u8ba1\u7b97\u673a\u89c6\u89c9\u6a21\u578b\u7684\u6027\u80fd\u548c\u89e3\u91ca\u6027\u3002\u65e0\u8bba\u662f\u5728\u56fe\u50cf\u5206\u7c7b\u3001\u76ee\u6807\u68c0\u6d4b\u8fd8\u662f\u5176\u4ed6\u89c6\u89c9\u4efb\u52a1\u4e2d\uff0c\u6ce8\u610f\u529b\u673a\u5236\u90fd\u663e\u793a\u51fa\u5176\u65e0\u53ef\u66ff\u4ee3\u7684\u4f18\u52bf\u3002\u968f\u7740\u7814\u7a76\u7684\u6df1\u5165\u548c\u6280\u672f\u7684\u53d1\u5c55\uff0c\u6ce8\u610f\u529b\u673a\u5236\u5c06\u5728\u8ba1\u7b97\u673a\u89c6\u89c9\u9886\u57df\u626e\u6f14\u8d8a\u6765\u8d8a\u91cd\u8981\u7684\u89d2\u8272\u3002<\/p>\n<\/p>\n Q1: \u4ec0\u4e48\u662f\u8ba1\u7b97\u673a\u89c6\u89c9\u4e2d\u7684\u6ce8\u610f\u529b\u673a\u5236\uff1f<\/strong><\/p>\n \u8ba1\u7b97\u673a\u89c6\u89c9\u4e2d\u7684\u6ce8\u610f\u529b\u673a\u5236\u662f\u6307\u901a\u8fc7\u6a21\u4eff\u4eba\u7c7b\u5927\u8111\u7684\u89c6\u89c9\u5904\u7406\u65b9\u5f0f\uff0c\u8ba9\u8ba1\u7b97\u673a\u5728\u56fe\u50cf\u6216\u89c6\u9891\u4e2d\u81ea\u4e3b\u9009\u62e9\u5e76\u805a\u7126\u4e8e\u6700\u76f8\u5173\u6216\u6700\u6709\u4fe1\u606f\u4ef7\u503c\u7684\u533a\u57df\u3002\u4e0e\u4f20\u7edf\u7684\u5168\u5c40\u5904\u7406\u65b9\u5f0f\u4e0d\u540c\uff0c\u6ce8\u610f\u529b\u673a\u5236\u80fd\u591f\u63d0\u9ad8\u8ba1\u7b97\u673a\u5728\u89c6\u89c9\u4efb\u52a1\u4e2d\u7684\u6027\u80fd\u548c\u6548\u7387\u3002\u5b83\u53ef\u4ee5\u5e2e\u52a9\u8ba1\u7b97\u673a\u66f4\u597d\u5730\u5904\u7406\u590d\u6742\u7684\u89c6\u89c9\u573a\u666f\uff0c\u51cf\u5c11\u5197\u4f59\u8ba1\u7b97\u548c\u5b58\u50a8\uff0c\u5e76\u7a81\u51fa\u663e\u793a\u5173\u952e\u4fe1\u606f\u3002<\/p>\n Q2: \u4e3a\u4ec0\u4e48\u8ba1\u7b97\u673a\u89c6\u89c9\u4e2d\u7684\u6ce8\u610f\u529b\u673a\u5236\u5f88\u91cd\u8981\uff1f<\/strong><\/p>\n \u8ba1\u7b97\u673a\u89c6\u89c9\u4e2d\u7684\u6ce8\u610f\u529b\u673a\u5236\u80fd\u591f\u6a21\u62df\u4eba\u7c7b\u7684\u89c6\u89c9\u5904\u7406\u65b9\u5f0f\uff0c\u5728\u5904\u7406\u56fe\u50cf\u548c\u89c6\u9891\u65f6\u66f4\u52a0\u51c6\u786e\u548c\u9ad8\u6548\u3002\u5b83\u53ef\u4ee5\u4f7f\u8ba1\u7b97\u673a\u66f4\u597d\u5730\u7406\u89e3\u548c\u89e3\u91ca\u89c6\u89c9\u4fe1\u606f\uff0c\u4ece\u800c\u5728\u5404\u79cd\u89c6\u89c9\u76f8\u5173\u4efb\u52a1\u4e2d\u53d6\u5f97\u66f4\u597d\u7684\u6027\u80fd\uff0c\u5982\u5bf9\u8c61\u68c0\u6d4b\u3001\u56fe\u50cf\u5206\u7c7b\u548c\u76ee\u6807\u8ddf\u8e2a\u7b49\u3002\u540c\u65f6\uff0c\u6ce8\u610f\u529b\u673a\u5236\u8fd8\u53ef\u4ee5\u63d0\u9ad8\u8ba1\u7b97\u673a\u5904\u7406\u5927\u89c4\u6a21\u89c6\u89c9\u6570\u636e\u7684\u80fd\u529b\uff0c\u63d0\u9ad8\u7b97\u6cd5\u7684\u6548\u7387\uff0c\u8282\u7701\u8ba1\u7b97\u548c\u5b58\u50a8\u8d44\u6e90\u3002<\/p>\n Q3: 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