{"id":33352,"date":"2025-09-26T17:34:26","date_gmt":"2025-09-26T09:34:26","guid":{"rendered":"http:\/\/192.168.10.115\/?p=33352"},"modified":"2025-09-26T17:34:26","modified_gmt":"2025-09-26T09:34:26","slug":"2025-09-26%e8%a5%bf%e4%ba%a4%e5%88%a9%e7%89%a9%e6%b5%a6%e6%b8%af%e7%a7%91%e6%9c%80%e6%96%b0%ef%bc%81%e8%bd%a8%e8%bf%b9%e9%a2%84%e6%b5%8b%e5%9f%ba%e5%ba%a7%e5%a4%a7%e6%a8%a1%e5%9e%8b%e7%bb%bc","status":"publish","type":"post","link":"http:\/\/222.128.65.89:18086\/index.php\/2025\/09\/26\/33352\/","title":{"rendered":"2025-09-26\u897f\u4ea4\u5229\u7269\u6d66&amp;\u6e2f\u79d1\u6700\u65b0\uff01\u8f68\u8ff9\u9884\u6d4b\u57fa\u5ea7\u5927\u6a21\u578b\u7efc\u8ff0"},"content":{"rendered":"\n<p>\u539f\u6587\u94fe\u63a5\uff1a<a href=\"https:\/\/mp.weixin.qq.com\/s\/u3mFKO-K1u1okPZlRx13lA\">https:\/\/mp.weixin.qq.com\/s\/u3mFKO-K1u1okPZlRx13lA<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"865\" height=\"180\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2025\/09\/image-521.png\" alt=\"\" class=\"wp-image-33353\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/09\/image-521.png 865w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/09\/image-521-300x62.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/09\/image-521-768x160.png 768w\" sizes=\"(max-width: 865px) 100vw, 865px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.arxiv.org\/abs\/2509.10570<\/li>\n\n\n\n<li>\u4f5c\u8005\u5355\u4f4d\uff1a\u897f\u4ea4\u5229\u7269\u6d66\u5927\u5b66\uff0c\u6fb3\u95e8\u5927\u5b66\uff0c\u5229\u7269\u6d66\u5927\u5b66\uff0c\u9999\u6e2f\u79d1\u6280\u5927\u5b66\uff08\u5e7f\u5dde\uff09<\/li>\n<\/ul>\n\n\n\n<p><strong>\u6458\u8981\u4e0e\u5f15\u8a00<\/strong><\/p>\n\n\n\n<p>\u8fd9\u7bc7\u7efc\u8ff0\u63a2\u8ba8\u4e86\u5c06\u5927\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\u548c\u591a\u6a21\u6001\u5927\u8bed\u8a00\u6a21\u578b\uff08MLLMs\uff09\u7b49\u5927\u578b\u57fa\u7840\u6a21\u578b\u5e94\u7528\u4e8e\u81ea\u52a8\u9a7e\u9a76\u8f68\u8ff9\u9884\u6d4b\u7684\u65b0\u8303\u5f0f \u3002\u8fd9\u79cd\u65b9\u6cd5\u901a\u8fc7\u6574\u5408\u8bed\u8a00\u548c\u60c5\u5883\u77e5\u8bc6\uff0c\u4f7f\u81ea\u52a8\u9a7e\u9a76\u7cfb\u7edf\u80fd\u66f4\u6df1\u5165\u5730\u7406\u89e3\u590d\u6742\u7684\u4ea4\u901a\u573a\u666f\uff0c\u4ece\u800c\u63d0\u5347\u5b89\u5168\u6027\u548c\u6548\u7387\u3002\u6587\u7ae0\u56de\u987e\u4e86\u4ece\u4f20\u7edf\u65b9\u6cd5\u5230\u7531<strong>LFM<\/strong>\u5f15\u5165\u7684\u8303\u5f0f\u8f6c\u53d8\uff0c\u6db5\u76d6\u4e86\u8f66\u8f86\u548c\u884c\u4eba\u7684\u9884\u6d4b\u4efb\u52a1\u3001\u5e38\u7528\u7684\u8bc4\u4f30\u6307\u6807\u548c\u76f8\u5173\u6570\u636e\u96c6 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http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/09\/image-522-300x189.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/09\/image-522-768x485.png 768w\" sizes=\"(max-width: 865px) 100vw, 865px\" \/><\/figure>\n\n\n\n<p>\u56fe1\u5c55\u793a\u4e86\u81ea\u52a8\u9a7e\u9a76\u4e2d\u201c\u611f\u77e5-\u9884\u6d4b-\u89c4\u5212\u4e0e\u63a7\u5236\u201d\u7684\u95ed\u73af\u8fc7\u7a0b\uff0c\u7a81\u51fa\u4e86LFM\u5982\u4f55\u5e2e\u52a9\u81ea\u52a8\u9a7e\u9a76\u8f66\u8f86\u9884\u6d4b\u5176\u4ed6\u4ea4\u901a\u53c2\u4e0e\u8005\u7684\u8f68\u8ff9 \u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"865\" height=\"916\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2025\/09\/image-523.png\" alt=\"\" class=\"wp-image-33355\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/09\/image-523.png 865w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/09\/image-523-283x300.png 283w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/09\/image-523-768x813.png 768w\" sizes=\"(max-width: 865px) 100vw, 865px\" \/><\/figure>\n\n\n\n<p>\u56fe2\u5219\u4ee5\u65f6\u95f4\u7ebf\u5f62\u5f0f\u5c55\u793a\u4e86\u8f68\u8ff9\u9884\u6d4b\u65b9\u6cd5\u7684\u6f14\u53d8\uff0c\u4ece\u57fa\u4e8e\u7269\u7406\u6a21\u578b\u3001\u673a\u5668\u5b66\u4e60\u3001\u6df1\u5ea6\u5b66\u4e60\u5230\u6700\u65b0\u7684LFM\u65b9\u6cd5 \u3002<\/p>\n\n\n\n<p><strong>\u8f68\u8ff9\u9884\u6d4b\u6982\u8ff0<\/strong><\/p>\n\n\n\n<p>\u8f68\u8ff9\u9884\u6d4b\u662f\u81ea\u52a8\u9a7e\u9a76\u7684\u6838\u5fc3\u6280\u672f\uff0c\u5b83\u5229\u7528\u5386\u53f2\u6570\u636e\uff08\u5982\u4f4d\u7f6e\u548c\u901f\u5ea6\uff09\u4ee5\u53ca\u4e0a\u4e0b\u6587\u4fe1\u606f\uff08\u5982\u5730\u56fe\u548c\u4ea4\u901a\u89c4\u5219\uff09\u6765\u63a8\u65ad\u4ea4\u901a\u53c2\u4e0e\u8005\uff08\u5305\u62ec\u8f66\u8f86\u548c\u884c\u4eba\uff09\u672a\u6765\u7684\u8fd0\u52a8\u8def\u5f84 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class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"863\" height=\"454\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2025\/09\/image-524.png\" alt=\"\" class=\"wp-image-33356\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/09\/image-524.png 863w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/09\/image-524-300x158.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/09\/image-524-768x404.png 768w\" sizes=\"(max-width: 863px) 100vw, 863px\" 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Transformer 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class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"865\" height=\"366\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2025\/09\/image-525.png\" alt=\"\" class=\"wp-image-33357\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/09\/image-525.png 865w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/09\/image-525-300x127.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/09\/image-525-768x325.png 768w\" sizes=\"(max-width: 865px) 100vw, 865px\" \/><\/figure>\n\n\n\n<p>\u88681\u5c55\u793a\u7684\u662f\u5bf92023\u5e74\u52302025\u5e74\u7528LLM\u505a\u8f68\u8ff9\u9884\u6d4b\u7684\u5f00\u6e90\u6a21\u578b\u7684\u603b\u7ed3<\/p>\n\n\n\n<p><strong>\u5b9e\u9a8c\u57fa\u51c6\u548c\u8bc4\u4f30\u6307\u6807<\/strong><\/p>\n\n\n\n<p>\u6587\u7ae0\u603b\u7ed3\u4e86\u7528\u4e8e\u8bc4\u4f30\u57fa\u4e8eLLM\u7684\u8f68\u8ff9\u9884\u6d4b\u65b9\u6cd5\u7684\u5404\u79cd\u6570\u636e\u96c6\u548c\u8bc4\u4f30\u6307\u6807 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http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/09\/image-526-148x300.png 148w\" sizes=\"(max-width: 480px) 100vw, 480px\" 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