{"id":36577,"date":"2025-01-14T08:00:11","date_gmt":"2025-01-14T00:00:11","guid":{"rendered":"https:\/\/17aitech.com\/?p=36577"},"modified":"2025-01-14T08:00:11","modified_gmt":"2025-01-14T00:00:11","slug":"%e8%81%9a%e7%84%a6%e3%80%8c%e8%a7%86%e5%90%ac%e8%a7%a6%e6%84%9f%e5%ae%98%e3%80%8d%e5%8d%8f%e5%90%8c%e9%85%8d%e5%90%88%e7%9a%84%e5%85%b7%e8%ba%ab%e7%b2%be%e7%bb%86%e6%93%8d%e7%ba%b5%ef%bc%8c%e4%ba%ba","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=36577","title":{"rendered":"\u805a\u7126\u300c\u89c6\u542c\u89e6\u611f\u5b98\u300d\u534f\u540c\u914d\u5408\u7684\u5177\u8eab\u7cbe\u7ec6\u64cd\u7eb5\uff0c\u4eba\u5927\u80e1\u8fea\u56e2\u961f\u9886\u8854\u63a2\u7d22\u673a\u5668\u4eba\u6a21\u6001\u65f6\u53d8\u6027\u6311\u6218"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-11-08-4\" target=\"_blank\">\u805a\u7126\u300c\u89c6\u542c\u89e6\u611f\u5b98\u300d\u534f\u540c\u914d\u5408\u7684\u5177\u8eab\u7cbe\u7ec6\u64cd\u7eb5\uff0c\u4eba\u5927\u80e1\u8fea\u56e2\u961f\u9886\u8854\u63a2\u7d22\u673a\u5668\u4eba\u6a21\u6001\u65f6\u53d8\u6027\u6311\u6218<\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-d6e6507f7457bab3b00420dda58a335c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-d6e6507f7457bab3b00420dda58a335c.png\"><\/a><\/p>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"166\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<p>AIxiv\u4e13\u680f\u662f\u673a\u5668\u4e4b\u5fc3\u53d1\u5e03\u5b66\u672f\u3001\u6280\u672f\u5185\u5bb9\u7684\u680f\u76ee\u3002\u8fc7\u53bb\u6570\u5e74\uff0c\u673a\u5668\u4e4b\u5fc3AIxiv\u4e13\u680f\u63a5\u6536\u62a5\u9053\u4e862000\u591a\u7bc7\u5185\u5bb9\uff0c\u8986\u76d6\u5168\u7403\u5404\u5927\u9ad8\u6821\u4e0e\u4f01\u4e1a\u7684\u9876\u7ea7\u5b9e\u9a8c\u5ba4\uff0c\u6709\u6548\u4fc3\u8fdb\u4e86\u5b66\u672f\u4ea4\u6d41\u4e0e\u4f20\u64ad\u3002\u5982\u679c\u60a8\u6709\u4f18\u79c0\u7684\u5de5\u4f5c\u60f3\u8981\u5206\u4eab\uff0c\u6b22\u8fce\u6295\u7a3f\u6216\u8005\u8054\u7cfb\u62a5\u9053\u3002\u6295\u7a3f\u90ae\u7bb1\uff1aliyazhou@jiqizhixin.com\uff1bzhaoyunfeng@jiqizhixin.com<\/p>\n<\/section>\n<\/blockquote>\n<p><strong>\u672c\u6587\u4f5c\u8005\u6765\u81ea\u4e8e\u4e2d\u56fd\u4eba\u6c11\u5927\u5b66\uff0c\u6df1\u5733\u671d\u95fb\u9053\u79d1\u6280\u6709\u9650\u516c\u53f8\u4ee5\u53ca\u4e2d\u56fd\u7535\u4fe1\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u9662\u3002\u5176\u4e2d\u7b2c\u4e00\u4f5c\u8005\u51af\u82e5\u8f69\u4e3a\u4e2d\u56fd\u4eba\u6c11\u5927\u5b66\u4e8c\u5e74\u7ea7\u7855\u58eb\u751f\uff0c\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u4e3a\u591a\u6a21\u6001\u5177\u8eab\u667a\u80fd\uff0c\u5e08\u4ece\u80e1\u8fea\u6559\u6388\u3002<\/strong><\/p>\n<p><strong>\u5f15\u8a00\uff1a<\/strong>\u5728\u673a\u5668\u4eba\u64cd\u7eb5\u7269\u4f53\u7684\u8fc7\u7a0b\u4e2d\uff0c\u4e0d\u540c\u4f20\u611f\u5668\u6570\u636e\u643a\u5e26\u7684\u566a\u58f0\u4f1a\u5bf9\u9884\u6d4b\u63a7\u5236\u9020\u6210\u600e\u6837\u7684\u5f71\u54cd\uff1f\u4e2d\u56fd\u4eba\u6c11\u5927\u5b66\u9ad8\u74f4\u4eba\u5de5\u667a\u80fd\u5b66\u9662 GeWu \u5b9e\u9a8c\u5ba4\u3001\u671d\u95fb\u9053\u673a\u5668\u4eba\u548c TeleAI \u6700\u8fd1\u7684\u5408\u4f5c\u7814\u7a76\u63ed\u793a\u5e76\u6307\u51fa\u4e86 \u201c\u6a21\u6001\u65f6\u53d8\u6027\u201d\uff08Modality Temporality\uff09\u73b0\u8c61\uff0c\u901a\u8fc7\u6355\u6349\u5e76\u523b\u753b\u5404\u4e2a\u6a21\u6001\u8d28\u91cf\u968f\u7269\u4f53\u64cd\u7eb5\u8fc7\u7a0b\u7684\u53d8\u5316\uff0c\u63d0\u5347\u4e0d\u540c\u4fe1\u606f\u5728\u5177\u8eab\u591a\u6a21\u6001\u4ea4\u4e92\u7684\u611f\u77e5\u8d28\u91cf\uff0c\u53ef\u663e\u8457\u6539\u5584\u7cbe\u7ec6\u7269\u4f53\u64cd\u7eb5\u7684\u8868\u73b0\u3002\u8bba\u6587\u5df2\u88ab CoRL2024 \u63a5\u6536\u5e76\u9009\u4e3a Oral Presentation\u3002<a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650942315&amp;idx=5&amp;sn=a83e2a395361d9de1f2c80a7b06875cf&amp;chksm=84e7ef15b3906603ca34fec4cba368d553f5d410d77b93770ba5358d060d5c82909a3a46a4e4&amp;token=1068924646&amp;lang=zh_CN#rd\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-e658a6beeb2865437e3b3743190e1f1a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-e658a6beeb2865437e3b3743190e1f1a.png\"><\/a><\/a><\/p>\n<section>\u4eba\u7c7b\u5728\u4e0e\u73af\u5883\u4e92\u52a8\u65f6\u5c55\u73b0\u51fa\u4e86\u4ee4\u4eba\u60ca\u53f9\u7684\u611f\u5b98\u534f\u8c03\u80fd\u529b\u3002\u4ee5\u4e00\u4f4d\u53a8\u5e08\u4e3a\u4f8b\uff0c\u4ed6\u4e0d\u4ec5\u80fd\u591f\u51ed\u501f\u76f4\u89c9\u638c\u63e1\u98df\u6750\u6dfb\u52a0\u7684\u6700\u4f73\u65f6\u673a\uff0c\u8fd8\u80fd\u901a\u8fc7\u89c2\u5bdf\u98df\u7269\u7684\u989c\u8272\u53d8\u5316\u3001\u503e\u542c\u70f9\u996a\u8fc7\u7a0b\u4e2d\u7684\u58f0\u97f3\u4ee5\u53ca\u55c5\u95fb\u98df\u7269\u7684\u9999\u6c14\u6765\u7cbe\u51c6\u8c03\u63a7\u706b\u5019\uff0c\u4ece\u800c\u65e0\u7f1d\u5730\u5b8c\u6210\u70f9\u996a\u8fc7\u7a0b\u4e2d\u7684\u6bcf\u4e00\u4e2a\u590d\u6742\u9636\u6bb5\u3002\u8fd9\u79cd\u80fd\u529b\uff0c\u5373\u5728\u6267\u884c\u590d\u6742\u4e14\u957f\u65f6\u95f4\u7684\u64cd\u4f5c\u4efb\u52a1\u65f6\uff0c\u7075\u6d3b\u8fd0\u7528\u4e0d\u540c\u7684\u611f\u5b98\uff0c\u662f\u5efa\u7acb\u5728\u5bf9\u4efb\u52a1\u5404\u4e2a\u9636\u6bb5\u5168\u9762\u800c\u6df1\u523b\u7406\u89e3\u7684\u57fa\u7840\u4e4b\u4e0a\u7684\u3002<\/section>\n<section><\/section>\n<section>\u7136\u800c\uff0c\u5bf9\u4e8e\u673a\u5668\u4eba\u800c\u8a00\uff0c\u5982\u4f55\u534f\u8c03\u8fd9\u4e9b\u611f\u5b98\u6a21\u6001\u4ee5\u66f4\u9ad8\u6548\u5730\u5b8c\u6210\u6307\u5b9a\u7684\u64cd\u4f5c\u4efb\u52a1\uff0c\u4ee5\u53ca\u5982\u4f55\u5145\u5206\u5229\u7528\u591a\u6a21\u6001\u611f\u77e5\u80fd\u529b\u6765\u5b9e\u73b0\u53ef\u6cdb\u5316\u7684\u4efb\u52a1\u6267\u884c\uff0c\u4ecd\u662f\u5f53\u524d\u5c1a\u672a\u89e3\u51b3\u7684\u95ee\u9898\u3002\u6211\u4eec\u4e0d\u4ec5\u9700\u8981\u4f7f\u6a21\u578b\u7406\u89e3\u4efb\u52a1\u9636\u6bb5\u672c\u8eab\uff0c\u8fd8\u9700\u8981\u4ece\u4efb\u52a1\u9636\u6bb5\u7684\u65b0\u89d2\u5ea6\u91cd\u65b0\u5ba1\u89c6\u591a\u4f20\u611f\u5668\u878d\u5408\u3002\u5728\u4e00\u4e2a\u590d\u6742\u7684\u64cd\u7eb5\u4efb\u52a1\u4e2d\u5b8c\u6210\u5c06\u4efb\u52a1\u5212\u5206\u4e3a\u4e0d\u540c\u9636\u6bb5\u7684\u4e00\u7cfb\u5217\u5b50\u76ee\u6807\u7684\u8fc7\u7a0b\u4e2d\uff0c\u5404\u4e2a\u6a21\u6001\u7684\u6570\u636e\u8d28\u91cf\u5f88\u53ef\u80fd\u968f\u4efb\u52a1\u9636\u6bb5\u800c\u4e0d\u65ad\u53d8\u5316\u3002\u56e0\u6b64\uff0c\u9636\u6bb5\u8f6c\u6362\u5f88\u53ef\u80fd\u5bfc\u81f4\u6a21\u6001\u91cd\u8981\u6027\u7684\u53d8\u5316\u3002\u9664\u6b64\u4e4b\u5916\uff0c\u6bcf\u4e2a\u9636\u6bb5\u5185\u90e8\u4e5f\u53ef\u80fd\u5b58\u5728\u76f8\u5bf9\u8f83\u5c0f\u7684\u6a21\u6001\u8d28\u91cf\u53d8\u5316\u3002\u6211\u4eec\u5c06\u8fd9\u79cd\u73b0\u8c61\u603b\u7ed3\u4e3a\u591a\u4f20\u611f\u5668\u6a21\u4eff\u5b66\u4e60\u7684\u4e00\u5927\u6311\u6218\uff1a<strong>\u6a21\u6001\u65f6\u53d8\u6027\uff08Modality Temporality\uff09<\/strong>\u3002\u7136\u800c\uff0c\u8fc7\u53bb\u7684\u65b9\u6cd5\u5f88\u5c11\u5173\u6ce8\u8fd9\u4e00\u70b9\uff0c\u5ffd\u89c6\u4e86\u9636\u6bb5\u7406\u89e3\u5728\u591a\u4f20\u611f\u5668\u878d\u5408\u4e2d\u7684\u91cd\u8981\u6027\u3002<\/section>\n<section><\/section>\n<section>\u672c\u6587\u501f\u9274\u4eba\u7c7b\u7684\u57fa\u4e8e\u9636\u6bb5\u7406\u89e3\u7684\u591a\u611f\u5b98\u611f\u77e5\u8fc7\u7a0b\uff0c\u63d0\u51fa\u4e86\u4e00\u4e2a<strong>\u7531\u9636\u6bb5\u5f15\u5bfc\u7684\u52a8\u6001\u591a\u4f20\u611f\u5668\u878d\u5408\u6846\u67b6 MS-Bot\uff0c\u65e8\u5728\u57fa\u4e8e\u7531\u7c97\u5230\u7ec6\u7c92\u5ea6\u7684\u4efb\u52a1\u9636\u6bb5\u7406\u89e3\u52a8\u6001\u5730\u5173\u6ce8\u5177\u6709\u66f4\u9ad8\u8d28\u91cf\u7684\u6a21\u6001\u6570\u636e<\/strong>\uff0c\u4ece\u800c\u66f4\u597d\u5730\u5e94\u5bf9\u6a21\u6001\u65f6\u53d8\u6027\u7684\u6311\u6218\uff0c\u5b8c\u6210\u9700\u8981\u591a\u79cd\u4f20\u611f\u5668\u7684\u7cbe\u7ec6\u64cd\u7eb5\u4efb\u52a1\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-02ca920a66c699d66b2e3438d28b10a4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-02ca920a66c699d66b2e3438d28b10a4.png\"><\/a><\/section>\n<ul>\n<li>\n<section>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/abs\/2408.01366v2<\/section>\n<\/li>\n<li>\n<section>\u9879\u76ee\u4e3b\u9875\uff1ahttps:\/\/gewu-lab.github.io\/MS-Bot\/<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>\u6a21\u6001\u65f6\u53d8\u6027<\/strong><\/section>\n<section><\/section>\n<section>\u5728\u590d\u6742\u7684\u64cd\u4f5c\u4efb\u52a1\u4e2d\uff0c\u5404\u4f20\u611f\u5668\u6570\u636e\u7684\u8d28\u91cf\u53ef\u80fd\u4f1a\u968f\u7740\u9636\u6bb5\u7684\u53d8\u5316\u800c\u53d8\u5316\u3002\u5728\u4e0d\u540c\u7684\u4efb\u52a1\u9636\u6bb5\u4e2d\uff0c\u4e00\u4e2a\u7279\u5b9a\u6a21\u6001\u7684\u6570\u636e\u53ef\u80fd\u5bf9\u52a8\u4f5c\u7684\u9884\u6d4b\u5177\u6709\u91cd\u5927\u8d21\u732e\uff0c\u4e5f\u53ef\u80fd\u4f5c\u4e3a\u4e3b\u8981\u6a21\u6001\u7684\u8865\u5145\uff0c\u751a\u81f3\u53ef\u80fd\u51e0\u4e4e\u4e0d\u63d0\u4f9b\u4efb\u4f55\u6709\u7528\u7684\u4fe1\u606f\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-df4bdf109ce6cfa5cdd623659872e262.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-df4bdf109ce6cfa5cdd623659872e262.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 1 \u503e\u5012\u4efb\u52a1\u7684\u6a21\u6001\u65f6\u53d8\u6027<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u4ee5\u4e0a\u56fe\u4e2d\u7684\u503e\u5012\u4efb\u52a1\u4e3a\u4f8b\uff0c\u5728\u521d\u59cb\u7684\u5bf9\u9f50\u9636\u6bb5\u4e2d\uff0c\u89c6\u89c9\u6a21\u6001\u5bf9\u52a8\u4f5c\u7684\u9884\u6d4b\u8d77\u51b3\u5b9a\u6027\u4f5c\u7528\u3002\u8fdb\u5165\u5f00\u59cb\u503e\u5012\u9636\u6bb5\u540e\uff0c\u6a21\u578b\u9700\u8981\u5f00\u59cb\u5229\u7528\u97f3\u9891\u548c\u89e6\u89c9\u7684\u53cd\u9988\u6765\u786e\u5b9a\u5408\u9002\u7684\u503e\u5012\u89d2\u5ea6\uff08\u5012\u51fa\u901f\u5ea6\uff09\u3002\u5728\u4fdd\u6301\u9759\u6b62\u9636\u6bb5\uff0c\u6a21\u578b\u4e3b\u8981\u4f9d\u8d56\u97f3\u9891\u548c\u89e6\u89c9\u4fe1\u606f\u6765\u5224\u65ad\u5df2\u7ecf\u5012\u51fa\u7684\u5c0f\u94a2\u73e0\u8d28\u91cf\u662f\u5426\u5df2\u7ecf\u63a5\u8fd1\u76ee\u6807\u503c\uff0c\u800c\u89c6\u89c9\u51e0\u4e4e\u4e0d\u63d0\u4f9b\u6709\u7528\u7684\u4fe1\u606f\u3002\u6700\u540e\uff0c\u5728\u7ed3\u675f\u503e\u5012\u9636\u6bb5\uff0c\u6a21\u578b\u9700\u8981\u5229\u7528\u89e6\u89c9\u6a21\u6001\u7684\u4fe1\u606f\u5224\u65ad\u503e\u5012\u4efb\u52a1\u662f\u5426\u5df2\u7ecf\u5b8c\u6210\uff0c\u4e0e\u5f00\u59cb\u503e\u5012\u9636\u6bb5\u8fdb\u884c\u533a\u5206\u3002\u9664\u9636\u6bb5\u95f4\u7684\u6a21\u6001\u8d28\u91cf\u53d8\u5316\uff0c\u5404\u4e2a\u9636\u6bb5\u5185\u90e8\u4e5f\u53ef\u80fd\u5b58\u5728\u8f83\u5c0f\u7684\u8d28\u91cf\u53d8\u5316\uff0c\u4f8b\u5982\u97f3\u9891\u6a21\u6001\u5728\u5f00\u59cb\u503e\u5012\u548c\u7ed3\u675f\u503e\u5012\u7684\u524d\u671f\u548c\u540e\u671f\u5177\u6709\u4e0d\u540c\u7684\u91cd\u8981\u6027\u3002\u6211\u4eec\u5c06\u8fd9\u4e24\u79cd\u53d8\u5316\u533a\u5206\u4e3a\u7c97\u7c92\u5ea6\u548c\u7ec6\u7c92\u5ea6\u7684\u6a21\u6001\u8d28\u91cf\u53d8\u5316\uff0c\u5e76\u5c06\u8fd9\u79cd\u73b0\u8c61\u603b\u7ed3\u4e3a\u591a\u4f20\u611f\u5668\u6a21\u4eff\u5b66\u4e60\u4e2d\u7684\u4e00\u4e2a\u91cd\u8981\u6311\u6218\uff1a\u6a21\u6001\u65f6\u53d8\u6027\u3002<\/section>\n<section><\/section>\n<section><strong>\u65b9\u6cd5\uff1a\u9636\u6bb5\u5f15\u5bfc\u7684\u52a8\u6001\u591a\u4f20\u611f\u5668\u878d\u5408<\/strong><\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u5e94\u5bf9\u6a21\u6001\u65f6\u53d8\u6027\u7684\u6311\u6218\uff0c\u6211\u4eec\u8ba4\u4e3a\u5728\u673a\u5668\u4eba\u64cd\u7eb5\u4efb\u52a1\u4e2d\uff0c\u591a\u4f20\u611f\u5668\u6570\u636e\u7684\u878d\u5408\u5e94\u8be5\u5efa\u7acb\u5728\u5145\u5206\u7684\u4efb\u52a1\u9636\u6bb5\u7406\u89e3\u4e4b\u4e0a\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u63d0\u51fa\u4e86 MS-Bot \u6846\u67b6\uff0c\u8fd9\u662f\u4e00\u4e2a\u7531\u9636\u6bb5\u5f15\u5bfc\u7684\u52a8\u6001\u591a\u4f20\u611f\u5668\u878d\u5408\u65b9\u6cd5\uff0c\u65e8\u5728\u57fa\u4e8e\u663e\u5f0f\u7684\u7531\u7c97\u5230\u7ec6\u7684\u4efb\u52a1\u9636\u6bb5\u7406\u89e3\u52a8\u6001\u5730\u5173\u6ce8\u5177\u6709\u66f4\u9ad8\u8d28\u91cf\u7684\u6a21\u6001\u6570\u636e\u3002\u4e3a\u4e86\u5c06\u663e\u5f0f\u7684\u9636\u6bb5\u7406\u89e3\u6574\u5408\u5230\u6a21\u4eff\u5b66\u4e60\u8fc7\u7a0b\u4e2d\uff0c\u6211\u4eec\u9996\u5148\u4e3a\u6bcf\u4e2a\u6570\u636e\u96c6\u4e2d\u7684\u6837\u672c\u6dfb\u52a0\u4e86\u4e00\u4e2a\u9636\u6bb5\u6807\u7b7e\uff0c\u5e76\u5c06\u52a8\u4f5c\u6807\u7b7e\u548c\u9636\u6bb5\u6807\u7b7e\u5171\u540c\u4f5c\u4e3a\u76d1\u7763\u4fe1\u53f7\u8bad\u7ec3\u5305\u542b\u56db\u4e2a\u6a21\u5757\u7684 MS-Bot \u6846\u67b6\uff08\u5982\u56fe 2 \u6240\u793a\uff09\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u7279\u5f81\u63d0\u53d6\u6a21\u5757\uff1a\u8be5\u6a21\u5757\u5305\u542b\u4e00\u7cfb\u5217\u5355\u6a21\u6001\u7f16\u7801\u5668\uff0c\u6bcf\u4e2a\u7f16\u7801\u5668\u90fd\u63a5\u53d7\u4e00\u6bb5\u7b80\u77ed\u7684\u5355\u6a21\u6001\u89c2\u6d4b\u5386\u53f2\u4f5c\u4e3a\u8f93\u5165\uff0c\u5e76\u5c06\u5b83\u4eec\u7f16\u7801\u4e3a\u7279\u5f81\u3002<\/section>\n<\/li>\n<li>\n<section>\u72b6\u6001\u7f16\u7801\u5668\uff1a\u8be5\u6a21\u5757\u65e8\u5728\u5c06\u5404\u6a21\u6001\u7279\u5f81\u548c\u52a8\u4f5c\u5386\u53f2\u5e8f\u5217\u7f16\u7801\u4e3a\u8868\u793a\u5f53\u524d\u4efb\u52a1\u72b6\u6001\u7684 token\u3002\u52a8\u4f5c\u5386\u53f2\u4e0e\u4eba\u7c7b\u8bb0\u5fc6\u76f8\u4f3c\uff0c\u53ef\u4ee5\u5e2e\u52a9\u6307\u793a\u5f53\u524d\u6240\u5904\u7684\u4efb\u52a1\u72b6\u6001\u3002\u6211\u4eec\u5c06\u52a8\u4f5c\u5386\u53f2\u8f93\u5165\u5230\u4e00\u4e2a LSTM \u4e2d\uff0c\u5e76\u901a\u8fc7\u4e00\u4e2a MLP \u5c06\u5b83\u4eec\u4e0e\u6a21\u6001\u7279\u5f81\u7f16\u7801\u4e3a\u72b6\u6001 token\u3002<\/section>\n<\/li>\n<li>\n<section>\u9636\u6bb5\u7406\u89e3\u6a21\u5757\uff1a\u8be5\u6a21\u5757\u65e8\u5728\u901a\u8fc7\u5c06\u9636\u6bb5\u4fe1\u606f\u6ce8\u5165\u72b6\u6001 token \u4e2d\uff0c\u4ece\u800c\u5b9e\u73b0\u663e\u5f0f\u7684\u7531\u7c97\u5230\u7ec6\u7c92\u5ea6\u7684\u4efb\u52a1\u9636\u6bb5\u7406\u89e3\u3002\u6211\u4eec\u7528\u4e00\u7ec4\u53ef\u5b66\u4e60\u7684\u9636\u6bb5 token \u6765\u8868\u793a\u6bcf\u4e2a\u4efb\u52a1\u9636\u6bb5\uff0c\u5e76\u901a\u8fc7\u4e00\u4e2a\u95e8\u63a7\u7f51\u7edc\uff08MLP\uff09\u6765\u9884\u6d4b\u5f53\u524d\u6240\u5904\u7684\u9636\u6bb5\uff0c\u5229\u7528 Softmax \u5f52\u4e00\u5316\u540e\u7684\u9636\u6bb5\u9884\u6d4b\u5206\u6570\u5bf9\u9636\u6bb5 token \u8fdb\u884c\u52a0\u6743\u878d\u5408\uff0c\u5f97\u5230\u5f53\u524d\u9636\u6bb5 token\u3002\u95e8\u63a7\u7f51\u7edc\u7684\u8bad\u7ec3\u4ee5\u9636\u6bb5\u6807\u7b7e\u4f5c\u4e3a\u76d1\u7763\u4fe1\u53f7\uff0c\u5bf9\u975e\u5f53\u524d\u9636\u6bb5\u7684\u9884\u6d4b\u5206\u6570\u8fdb\u884c\u60e9\u7f5a\u3002\u6211\u4eec\u8fd8\u653e\u677e\u4e86\u5bf9\u9636\u6bb5\u8fb9\u754c\u9644\u8fd1\u7684\u6837\u672c\u4e0a\u7684\u76f8\u90bb\u9636\u6bb5\u5206\u6570\u60e9\u7f5a\uff0c\u4ece\u800c\u5b9e\u73b0\u8f6f\u7ea6\u675f\u6548\u679c\uff0c\u5f97\u5230\u66f4\u5e73\u6ed1\u7684\u9636\u6bb5\u9884\u6d4b\u3002\u65b0\u7684\u6ce8\u5165\u9636\u6bb5\u4fe1\u606f\u540e\u7684\u72b6\u6001 token \u7531\u539f\u72b6\u6001 token \u548c\u9636\u6bb5 token \u52a0\u6743\u878d\u5408\u5f97\u5230\uff0c\u53ef\u4ee5\u8868\u793a\u4efb\u52a1\u9636\u6bb5\u5185\u7684\u7ec6\u7c92\u5ea6\u72b6\u6001\uff0c\u4ece\u800c\u5bf9\u591a\u4f20\u611f\u5668\u52a8\u6001\u878d\u5408\u8fdb\u884c\u5f15\u5bfc\u3002<\/section>\n<\/li>\n<li>\n<section>\u52a8\u6001\u878d\u5408\u6a21\u5757\uff1a\u8be5\u6a21\u5757\u6839\u636e\u5f53\u524d\u4efb\u52a1\u9636\u6bb5\u7684\u7ec6\u7c92\u5ea6\u72b6\u6001\u52a8\u6001\u5730\u9009\u62e9\u5173\u6ce8\u7684\u6a21\u6001\u7279\u5f81\u3002\u6211\u4eec\u4ee5\u6ce8\u5165\u4e86\u9636\u6bb5\u4fe1\u606f\u7684\u72b6\u6001 token \u4f5c\u4e3a Query\uff0c\u5c06\u6a21\u6001\u7279\u5f81\u4f5c\u4e3a Key \u548c Value \u8fdb\u884c\u4ea4\u53c9\u6ce8\u610f\u529b\uff08Cross Attention\uff09\u3002\u8be5\u65b9\u6cd5\u6839\u636e\u5f53\u524d\u4efb\u52a1\u9636\u6bb5\u7684\u9700\u6c42\uff0c\u5c06\u5404\u6a21\u6001\u7684\u7279\u5f81\u52a8\u6001\u5730\u6574\u5408\u5230\u4e00\u4e2a\u878d\u5408 token \u4e2d\u3002\u6700\u540e\uff0c\u8be5\u878d\u5408 token \u8f93\u5165\u5230\u7b56\u7565\u7f51\u7edc\uff08MLP\uff09\u4e2d\u9884\u6d4b\u4e0b\u4e00\u4e2a\u52a8\u4f5c\u3002\u6211\u4eec\u8fd8\u5f15\u5165\u4e86\u968f\u673a\u6ce8\u610f\u529b\u6a21\u7cca\u673a\u5236\uff0c\u4ee5\u4e00\u5b9a\u6982\u7387\u5c06\u5404\u5355\u6a21\u6001\u7279\u5f81 token \u4e0a\u7684\u6ce8\u610f\u529b\u5206\u6570\u66ff\u6362\u4e3a\u76f8\u540c\u7684\u5e73\u5747\u503c\uff0c\u9632\u6b62\u6a21\u578b\u7b80\u5355\u5730\u8bb0\u5fc6\u4e0e\u6ce8\u610f\u529b\u5206\u6570\u6a21\u5f0f\u5bf9\u5e94\u7684\u52a8\u4f5c\u3002<\/section>\n<\/li>\n<\/ul>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-eefe48e46f43458d2cec66d328fbdbff.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-eefe48e46f43458d2cec66d328fbdbff.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 2 \u7531\u9636\u6bb5\u5f15\u5bfc\u7684\u52a8\u6001\u591a\u4f20\u611f\u5668\u878d\u5408\u6846\u67b6 MS-Bot<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>\u5b9e\u9a8c\u7ed3\u679c<\/strong><\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u9a8c\u8bc1\u57fa\u4e8e\u7531\u7c97\u5230\u7ec6\u7684\u4efb\u52a1\u9636\u6bb5\u7406\u89e3\u7684 MS-Bot \u7684\u4f18\u8d8a\u6027\uff0c\u6211\u4eec\u5728\u4e24\u4e2a\u5341\u5206\u6709\u6311\u6218\u6027\u7684\u7cbe\u7ec6\u673a\u5668\u4eba\u64cd\u7eb5\u4efb\u52a1\uff1a\u503e\u5012\u548c\u5e26\u6709\u952e\u69fd\u7684\u6869\u63d2\u5165\u4e2d\u8fdb\u884c\u4e86\u8be6\u7ec6\u7684\u5bf9\u6bd4\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-babcae17a07ecf298166c8c7abf9471b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-babcae17a07ecf298166c8c7abf9471b.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 3 \u503e\u5012\u4e0e\u5e26\u6709\u952e\u69fd\u7684\u6869\u63d2\u5165\u4efb\u52a1\u8bbe\u7f6e<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u5982\u8868 1 \u6240\u793a\uff0cMS-Bot \u5728\u4e24\u4e2a\u4efb\u52a1\u7684\u6240\u6709\u8bbe\u7f6e\u4e0a\u5747\u4f18\u4e8e\u6240\u6709\u57fa\u7ebf\u65b9\u6cd5\u3002MS-Bot \u5728\u4e24\u4e2a\u4efb\u52a1\u4e2d\u7684\u6027\u80fd\u8d85\u8fc7\u4e86\u4f7f\u7528\u81ea\u6ce8\u610f\u529b\uff08Self Attention\uff09\u8fdb\u884c\u52a8\u6001\u878d\u5408\u7684 MULSA \u57fa\u7ebf\uff0c\u8fd9\u8868\u660e MS-Bot 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