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<\/p>\n
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<\/p>\n
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\u63a5\u4e0b\u6765\u8bb2\u4e00\u4e0b\u7b97\u6cd5\u3002<\/strong><\/p>\n
\u4f20\u7edfTransformer\u7ed3\u6784\u88ab\u4e1a\u754c\u5e7f\u6cdb\u91c7\u7528\uff0c\u4f46\u662f\u5bf9\u4e2d\u6587\u7684\u8bc6\u522b\u5e76\u4e0d\u662f\u6700\u4f73\u6a21\u5f0f\u3002\u6e902.0\u6709\u4e00\u4e2a\u5f88\u5927\u7684\u521b\u65b0\uff0c\u5c31\u662f\u628aattention\uff08\u81ea\u6ce8\u610f\u529b\uff09\u8fd9\u4e00\u5c42\uff0c\u91c7\u7528\u4e86\u81ea\u7814\u7684\u65b0\u578bLFA\uff08Localized Filtering-based Attention\uff09\u7ed3\u6784\uff0c\u4e2d\u6587\u540d\u5b57\u662f\u5c40\u90e8\u6ce8\u610f\u529b\u8fc7\u6ee4\u589e\u5f3a\u673a\u5236\u3002\u8003\u8651\u5230\u81ea\u7136\u8bed\u8a00\u8f93\u5165\u7684\u5c40\u90e8\u4f9d\u8d56\u6027\uff0cLFA\u901a\u8fc7\u5148\u5f3a\u5316\u76f8\u90bb\u8bcd\u4e4b\u95f4\u7684\u5173\u8054\u6027\uff0c\u7136\u540e\u518d\u8ba1\u7b97\u5168\u5c40\u5173\u8054\u6027\u7684\u65b9\u6cd5\uff0c\u6709\u6548\u5730\u89e3\u51b3\u4e86\u4f20\u7edfTransformer\u7ed3\u6784\u4e2d\u5bf9\u6240\u6709\u8f93\u5165\u7684\u6587\u5b57\u4e00\u89c6\u540c\u4ec1\uff0c\u4e0d\u80fd\u8003\u8651\u81ea\u7136\u8bed\u8a00\u76f8\u90bb\u8bcd\u4e4b\u95f4\u7684\u5f3a\u8bed\u4e49\u5173\u8054\u7684\u95ee\u9898\uff0c\u80fd\u591f\u66f4\u597d\u5730\u5904\u7406\u81ea\u7136\u8bed\u8a00\u7684\u8bed\u5e8f\u6392\u5217\u95ee\u9898\uff0c\u5bf9\u4e8e\u4e2d\u6587\u8bed\u5883\u7684\u5173\u8054\u8bed\u4e49\u7406\u89e3\u66f4\u51c6\u786e\u3001\u66f4\u4eba\u6027\uff0c\u63d0\u5347\u4e86\u6a21\u578b\u7684\u81ea\u7136\u8bed\u8a00\u8868\u8fbe\u80fd\u529b\uff0c\u8fdb\u800c\u63d0\u5347\u4e86\u6a21\u578b\u7cbe\u5ea6\u3002<\/p>\n
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