{"id":35345,"date":"2024-12-23T14:59:53","date_gmt":"2024-12-23T06:59:53","guid":{"rendered":"https:\/\/17aitech.com\/?p=35345"},"modified":"2024-12-23T14:59:53","modified_gmt":"2024-12-23T06:59:53","slug":"%e6%83%85%e6%84%9f%e5%88%86%e6%9e%90%e7%9a%84%e7%bb%88%e6%9e%81%e5%bd%a2%e6%80%81%ef%bc%9a%e5%85%a8%e6%99%af%e5%bc%8f%e7%bb%86%e7%b2%92%e5%ba%a6%e5%a4%9a%e6%a8%a1%e6%80%81%e5%af%b9%e8%af%9d%e6%83%85","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=35345","title":{"rendered":"\u60c5\u611f\u5206\u6790\u7684\u7ec8\u6781\u5f62\u6001\uff1a\u5168\u666f\u5f0f\u7ec6\u7c92\u5ea6\u591a\u6a21\u6001\u5bf9\u8bdd\u60c5\u611f\u5206\u6790\u57fa\u51c6PanoSent"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-08-30-5\" target=\"_blank\">\u60c5\u611f\u5206\u6790\u7684\u7ec8\u6781\u5f62\u6001\uff1a\u5168\u666f\u5f0f\u7ec6\u7c92\u5ea6\u591a\u6a21\u6001\u5bf9\u8bdd\u60c5\u611f\u5206\u6790\u57fa\u51c6PanoSent<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-9da26eb9cd29ba4820c6a5183f4cab6f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-9da26eb9cd29ba4820c6a5183f4cab6f.png\"><\/a><\/section>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"166\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>AIxiv\u4e13\u680f\u662f<mark data-type=\"institutions\" data-id=\"9e96434f-5827-41e3-9b3c-36d39bc0d446\">\u673a\u5668\u4e4b\u5fc3<\/mark>\u53d1\u5e03\u5b66\u672f\u3001\u6280\u672f\u5185\u5bb9\u7684\u680f\u76ee\u3002\u8fc7\u53bb\u6570\u5e74\uff0c<mark data-type=\"institutions\" data-id=\"9e96434f-5827-41e3-9b3c-36d39bc0d446\">\u673a\u5668\u4e4b\u5fc3<\/mark>AIxiv\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<\/section>\n<\/section>\n<\/blockquote>\n<p><strong>\u7f57\u76df\uff0c\u672c\u5de5\u4f5c\u7684\u7b2c\u4e00\u4f5c\u8005\u3002\u65b0\u52a0\u5761\u56fd\u7acb\u5927\u5b66\uff08NUS\uff09<mark data-type=\"concepts\" data-id=\"2d28aa9c-942d-471d-bd96-8bfefb7144e0\">\u4eba\u5de5\u667a\u80fd<\/mark>\u4e13\u4e1a\u51c6\u535a\u58eb\u751f\uff0c\u672c\u79d1\u6bd5\u4e1a\u4e8e\u6b66\u6c49\u5927\u5b66\u3002\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u4e3a\u591a\u6a21\u6001\u5927<mark data-type=\"tech_tasks\" data-id=\"bf35ef94-d956-4033-a533-0c0828308c36\">\u8bed\u8a00\u6a21\u578b<\/mark>\u548c Social AI\u3001Human-eccentric AI\u3002<\/strong><\/p>\n<section><mark data-type=\"tech_tasks\" data-id=\"96b0ea03-7a68-4368-8291-843883f0cdff\">\u60c5\u611f\u8ba1\u7b97<\/mark>\u4e00\u76f4\u662f<mark data-type=\"tech_tasks\" data-id=\"c8ff5114-6cbb-49ca-8a89-3ee2826be0b4\">\u81ea\u7136\u8bed\u8a00\u5904\u7406<\/mark>\u7b49\u76f8\u5173\u9886\u57df\u7684\u4e00\u4e2a\u706b\u70ed\u7684\u7814\u7a76\u8bfe\u9898\uff0c\u6700\u8fd1\u7684\u8fdb\u5c55\u5305\u62ec\u7ec6\u7c92\u5ea6\u60c5\u611f\u5206\u6790\uff08ABSA\uff09\u3001<mark data-type=\"tech_tasks\" data-id=\"ae68be0d-5d64-4b84-aa3d-31f8c9c75119\">\u591a\u6a21\u6001\u60c5\u611f\u5206\u6790<\/mark>\u7b49\u7b49\u3002<\/section>\n<p>\u65b0\u52a0\u5761\u56fd\u7acb\u5927\u5b66\u8054\u5408\u6b66\u6c49\u5927\u5b66\u3001\u5965\u514b\u5170\u5927\u5b66\u3001\u65b0\u52a0\u5761\u79d1\u6280\u8bbe\u8ba1\u5927\u5b66\u3001\u5357\u6d0b\u7406\u5de5\u5927\u5b66\u56e2\u961f\u8fd1\u671f\u5728\u8fd9\u4e2a\u65b9\u5411\u4e0a\u8fc8\u51fa\u4e86\u91cd\u8981\u7684\u4e00\u6b65\uff0c\u63a2\u7d22\u4e86\u60c5\u611f\u5206\u6790\u7684\u7ec8\u6781\u5f62\u6001\uff0c\u63d0\u51fa\u4e86 <strong>PanoSent \u2014\u2014 \u4e00\u4e2a\u5168\u666f\u5f0f\u7ec6\u7c92\u5ea6\u591a\u6a21\u6001\u5bf9\u8bdd\u60c5\u611f\u5206\u6790<mark data-type=\"concepts\" data-id=\"308c3a45-0fee-4ec6-858e-85b15f440fc0\">\u57fa\u51c6<\/mark><\/strong>\u3002PanoSent \u8986\u76d6\u4e86\u5168\u9762\u7684\u7ec6\u7c92\u5ea6\u3001\u591a\u6a21\u6001\u3001\u4e30\u5bcc\u573a\u666f\u548c\u8ba4\u77e5\u5bfc\u5411\u7684\u60c5\u611f\u5206\u6790\u4efb\u52a1\uff0c\u5c06\u4e3a<mark data-type=\"tech_tasks\" data-id=\"96b0ea03-7a68-4368-8291-843883f0cdff\">\u60c5\u611f\u8ba1\u7b97<\/mark>\u65b9\u5411\u5f00\u8f9f\u65b0\u7684\u7bc7\u7ae0\uff0c\u5e76\u5f15\u9886\u672a\u6765\u7684\u7814\u7a76\u65b9\u5411\u3002\u8be5\u5de5\u4f5c\u88ab ACM MM 2024 \u5f55\u7528\u4e3a Oral paper\u3002<\/p>\n<section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-9ef6fa8c4d4921bbb167f664eabadf12.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-9ef6fa8c4d4921bbb167f664eabadf12.png\"><\/a><\/p>\n<\/section>\n<ul>\n<li>\n<section>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/www.arxiv.org\/abs\/2408.09481<\/section>\n<\/li>\n<li>\n<section>\u9879\u76ee\u5730\u5740\uff1ahttps:\/\/panosent.github.io\/\u00a0<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>\u7814\u7a76\u80cc\u666f<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u5728<mark data-type=\"concepts\" data-id=\"2d28aa9c-942d-471d-bd96-8bfefb7144e0\">\u4eba\u5de5\u667a\u80fd<\/mark>\u9886\u57df\uff0c\u8ba9\u673a\u5668\u7406\u89e3\u4eba\u7c7b\u60c5\u611f\u662f\u8fc8\u5411\u771f\u6b63\u667a\u80fd\u5316\u7684\u91cd\u8981\u4e00\u6b65\u3002\u60c5\u611f\u5206\u6790\u662f<mark data-type=\"tech_tasks\" 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Twitter\u3001Facebook\u3001\u5fae\u535a\u3001<mark data-type=\"institutions\" data-id=\"3b7e9c71-af3b-45e0-a15a-9b575ea76b1d\">\u77e5\u4e4e<\/mark>\u3001\u5c0f\u7ea2\u4e66\u3001\u6296\u97f3\u7b49\uff09\u4e0a\u9891\u7e41\u8fdb\u884c\u5173\u4e8e\u670d\u52a1\u3001\u4ea7\u54c1\u3001\u4f53\u80b2\u7b49\u7684\u591a\u8f6e\u3001\u591a\u65b9\u8ba8\u8bba\u3002<\/section>\n<p>\u5c3d\u7ba1\u60c5\u611f\u5206\u6790\u9886\u57df\u5df2\u53d6\u5f97\u663e\u8457\u8fdb\u5c55\uff0c\u76ee\u524d\u7684\u7814\u7a76\u5b9a\u4e49\u4ecd\u7136\u4e0d\u591f\u5168\u9762\uff0c\u65e0\u6cd5\u63d0\u4f9b\u4e00\u4e2a\u5b8c\u6574\u4e14\u8be6\u7ec6\u7684\u60c5\u611f\u753b\u9762\uff0c\u8fd9\u4e3b\u8981\u662f\u7531\u4e8e\u4ee5\u4e0b\u51e0\u4e2a\u95ee\u9898\u3002<\/p>\n<section><strong>\u9996\u5148<\/strong>\uff0c\u7f3a\u4e4f\u4e00\u4e2a\u7efc\u5408\u5b9a\u4e49\uff0c\u5c06\u7ec6\u7c92\u5ea6\u5206\u6790\u3001\u591a\u6a21\u6001\u548c\u5bf9\u8bdd\u573a\u666f\u7ed3\u5408\u8d77\u6765\u3002\u5728\u73b0\u5b9e\u751f\u6d3b\u5e94\u7528\u4e2d\uff0c\u5982\u793e\u4ea4\u5a92\u4f53\u548c\u8bba\u575b\u4e0a\uff0c\u8fd9\u4e9b\u65b9\u9762\u5f80\u5f80\u9700\u8981\u540c\u65f6\u8003\u8651\u3002\u7136\u800c\uff0c\u73b0\u6709\u7814\u7a76\u8981\u4e48\u5728<mark data-type=\"tech_tasks\" data-id=\"ae68be0d-5d64-4b84-aa3d-31f8c9c75119\">\u591a\u6a21\u6001\u60c5\u611f\u5206\u6790<\/mark>\u5b9a\u4e49\u4e2d\u7f3a\u4e4f\u8be6\u7ec6\u5206\u6790\uff0c\u8981\u4e48\u5728\u5bf9\u8bdd ABSA \u4e2d\u7f3a\u5931\u591a\u6a21\u6001\u5efa\u6a21\u3002\u6700\u5b8c\u6574\u7684\u57fa\u4e8e\u6587\u672c\u7684 ABSA \u5b9a\u4e49\u4ecd\u7136\u65e0\u6cd5\u5b8c\u5168\u6db5\u76d6\u6216\u7ec6\u81f4\u5212\u5206\u60c5\u611f\u5143\u7d20\u7684\u7c92\u5ea6\u3002<\/section>\n<section><strong><br \/><\/strong><\/section>\n<section><strong>\u5176\u6b21<\/strong>\uff0c\u5f53\u524d\u7684\u60c5\u611f\u5206\u6790\u5b9a\u4e49\u53ea\u8003\u8651\u8bc6\u522b\u56fa\u5b9a\u7684\u9759\u6001\u60c5\u611f\u6781\u6027\uff0c\u5ffd\u7565\u4e86\u60c5\u611f\u968f\u65f6\u95f4\u53d8\u5316\u6216\u56e0\u5404\u79cd\u56e0\u7d20\u53d8\u5316\u7684\u52a8\u6001\u6027\u3002\u4f8b\u5982\uff0c\u793e\u4ea4\u5a92\u4f53\u5bf9\u8bdd\u4e2d\u7684\u7528\u6237\u6700\u521d\u7684\u89c2\u70b9\uff0c\u53ef\u80fd\u4f1a\u5728\u63a5\u89e6\u5230\u5176\u4ed6\u53d1\u8a00\u8005\u7684\u65b0\u4fe1\u606f\u6216\u4e0d\u540c\u89c2\u70b9\u540e\u53d1\u751f\u53d8\u5316\u3002<\/section>\n<section><\/section>\n<section><strong>\u7b2c\u4e09<\/strong>\uff0c\u4e5f\u662f\u6700\u5173\u952e\u7684\uff0c\u73b0\u6709\u5de5\u4f5c\u6ca1\u6709\u5f7b\u5e95\u5206\u6790\u6216\u8bc6\u522b\u60c5\u611f\u80cc\u540e\u7684\u56e0\u679c\u539f\u56e0\u548c\u610f\u56fe\u3002\u4eba\u7c7b\u60c5\u611f\u7684\u6fc0\u53d1\u548c\u53d8\u5316\u6709\u7279\u5b9a\u7684\u89e6\u53d1\u56e0\u7d20\uff0c\u672a\u80fd\u4ece\u8ba4\u77e5\u89d2\u5ea6\u7406\u89e3\u60c5\u611f\u80cc\u540e\u7684\u56e0\u679c<mark data-type=\"concepts\" data-id=\"95a97f4b-79d2-4bbc-91ae-300f074dff9f\">\u903b\u8f91<\/mark>\u610f\u5473\u7740\u5c1a\u672a\u6839\u672c\u5b9e\u73b0\u4eba\u7c7b\u7ea7\u522b\u7684\u60c5\u611f\u667a\u80fd\u3002\u603b\u7684\u6765\u8bf4\uff0c\u63d0\u4f9b\u4e00\u4e2a\u66f4\u5168\u9762\u7684\u60c5\u611f\u5206\u6790\u5b9a\u4e49\u53ef\u80fd\u4f1a\u663e\u8457\u589e\u5f3a\u8fd9\u9879\u4efb\u52a1\u7684\u5b9e\u7528\u4ef7\u503c\uff0c\u4f8b\u5982\uff0c\u5f00\u53d1\u66f4\u667a\u80fd\u7684\u8bed\u97f3\u52a9\u624b\u3001\u66f4\u597d\u7684\u4e34\u5e8a\u8bca\u65ad\u548c\u6cbb\u7597\u8f85\u52a9\u4ee5\u53ca\u66f4\u5177\u4eba\u6027\u5316\u7684\u5ba2\u6237\u670d\u52a1\u7cfb\u7edf\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u586b\u8865\u8fd9\u4e9b\u7a7a\u767d\uff0c\u672c\u6587\u63d0\u51fa\u4e86\u4e00\u79cd<strong>\u5168\u65b0\u7684\u5168\u666f\u5f0f\u7ec6\u7c92\u5ea6\u591a\u6a21\u6001\u5bf9\u8bdd\u60c5\u611f\u5206\u6790\u65b9\u6cd5<\/strong>\uff0c\u65e8\u5728\u63d0\u4f9b\u4e00\u4e2a\u66f4\u5168\u9762\u7684 ABSA \u5b9a\u4e49\uff0c\u5305\u62ec\u5168\u666f\u60c5\u611f\u516d\u5143\u7ec4\u63d0\u53d6\uff08\u5b50\u4efb\u52a1\u4e00\uff09\u548c\u60c5\u611f\u7ffb\u8f6c\u5206\u6790\uff08\u5b50\u4efb\u52a1\u4e8c\uff09\u3002\u5982\u56fe 1 \u6240\u793a\uff0c\u672c\u6587\u5173\u6ce8\u7684\u662f\u6db5\u76d6\u65e5\u5e38\u751f\u6d3b\u4e2d\u6700\u5e38\u89c1\u7684\u56db\u79cd\u60c5\u611f\u8868\u8fbe\u6a21\u6001\u7684\u5bf9\u8bdd\u573a\u666f\u3002<\/section>\n<section><strong><br \/><\/strong><\/section>\n<section><strong>\u4e00\u65b9\u9762<\/strong>\uff0c\u4f5c\u8005\u5c06\u5f53\u524d\u7684 ABSA \u56db\u5143\u7ec4\u63d0\u53d6\u5b9a\u4e49\u6269\u5c55\u5230\u516d\u5143\u7ec4\u63d0\u53d6\uff0c\u5305\u62ec\u6301\u6709\u8005\u3001\u76ee\u6807\u3001\u65b9\u9762\u3001\u89c2\u70b9\u3001\u60c5\u611f\u548c\u7406\u7531\uff0c\u5168\u9762\u8986\u76d6\u66f4\u7ec6\u7c92\u5ea6\u7684\u60c5\u611f\u5143\u7d20\uff0c\u63d0\u4f9b\u60c5\u611f\u7684\u5168\u666f\u89c6\u56fe\u3002<\/section>\n<section><strong><br \/><\/strong><\/section>\n<section><strong>\u53e6\u4e00\u65b9\u9762<\/strong>\uff0c\u4f5c\u8005\u8fdb\u4e00\u6b65\u5b9a\u4e49\u4e86\u4e00\u4e2a\u5b50\u4efb\u52a1\uff0c\u76d1\u63a7\u540c\u4e00\u6301\u6709\u8005\u5728\u5bf9\u8bdd\u4e2d\u9488\u5bf9\u540c\u4e00\u76ee\u6807\u548c\u65b9\u9762\u7684\u60c5\u611f\u52a8\u6001\u53d8\u5316\uff0c\u5e76\u8bc6\u522b\u5bfc\u81f4\u60c5\u611f\u7ffb\u8f6c\u7684\u89e6\u53d1\u56e0\u7d20\u3002\u5728\u516d\u5143\u7ec4\u63d0\u53d6\u548c\u60c5\u611f\u53d8\u5316\u8bc6\u522b\u4e2d\uff0c\u4f5c\u8005\u5f3a\u8c03\u8fa8\u522b\u6f5c\u5728\u7684\u56e0\u679c<mark data-type=\"concepts\" data-id=\"95a97f4b-79d2-4bbc-91ae-300f074dff9f\">\u903b\u8f91<\/mark>\u4e0e\u89e6\u53d1\u56e0\u7d20\uff0c\u529b\u6c42\u4e0d\u4ec5\u638c\u63e1\u65b9\u6cd5\uff0c\u8fd8\u8981\u7406\u89e3\u80cc\u540e\u7684\u539f\u56e0\uff0c\u5e76\u4ece\u8ba4\u77e5\u89d2\u5ea6\u8fdb\u884c\u5206\u6790\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-0c53bea1820a6338d27df9390f465b30.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-0c53bea1820a6338d27df9390f465b30.png\"><\/a><\/p>\n<section>\u4e3a\u4e86\u5bf9\u8fd9\u4e00\u65b0\u4efb\u52a1\u8fdb\u884c<mark data-type=\"concepts\" data-id=\"308c3a45-0fee-4ec6-858e-85b15f440fc0\">\u57fa\u51c6<\/mark>\u6d4b\u8bd5\uff0c\u4f5c\u8005\u6784\u5efa\u4e86\u4e00\u4e2a\u5927\u89c4\u6a21\u9ad8\u8d28\u91cf\u7684\u6570\u636e\u96c6\uff0cPanoSent\u3002PanoSent \u6db5\u76d6\u4e86 100 \u591a\u4e2a\u5e38\u89c1\u7684\u9886\u57df\u548c\u573a\u666f\uff0c\u57fa\u4e8e\u591a\u8f6e\u3001\u591a\u65b9\u7684\u5bf9\u8bdd\u60c5\u5883\uff0c\u60c5\u611f\u5143\u7d20\u5728\u516d\u5143\u7ec4\u4e2d\u53ef\u80fd\u8de8\u8d8a\u591a\u4e2a\u53e5\u5b50\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u66f4\u771f\u5b9e\u5730\u6a21\u62df\u4eba\u7c7b\u7684\u60c5\u611f\u8868\u8fbe\u4e60\u60ef\uff0c\u6570\u636e\u96c6\u4e2d\u7684\u5143\u7d20\u53ef\u4ee5\u6765\u81ea\u6587\u672c\u548c\u975e\u6587\u672c\uff08\u97f3\u9891\u6216\u89c6\u89c9\uff09\u6a21\u6001\u3002\u60c5\u611f\u53ef\u80fd\u4ee5\u9690\u5f0f\u7684\u65b9\u5f0f\u8868\u8fbe\uff0c\u6570\u636e\u96c6\u6db5\u76d6\u4e86\u9690\u5f0f\u548c\u663e\u5f0f\u7684\u60c5\u611f\u5143\u7d20\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u786e\u4fdd<mark data-type=\"concepts\" data-id=\"308c3a45-0fee-4ec6-858e-85b15f440fc0\">\u57fa\u51c6<\/mark>\u7684\u901a\u7528\u6027\uff0c\u6570\u636e\u96c6\u5305\u62ec\u4e09\u79cd\u4e3b\u6d41\u8bed\u8a00\uff1a\u82f1\u8bed\u3001\u4e2d\u6587\u548c\u897f\u73ed\u7259\u8bed\u3002\u4f5c\u8005\u4ece\u73b0\u5b9e\u4e16\u754c\u6765\u6e90\u6536\u96c6\u6570\u636e\uff0c\u8fdb\u884c\u4e86\u7cbe\u5fc3\u7684\u624b\u52a8\u6807\u6ce8\u3002\u4e3a\u4e86\u6269\u5927\u6570\u636e\u96c6\u7684\u89c4\u6a21\uff0c\u4f5c\u8005\u8fdb\u4e00\u6b65\u5229\u7528 <mark data-type=\"tech_methods\" data-id=\"a66e8dc4-33aa-4bdf-afde-864a544f15d3\">OpenAI GPT<\/mark>-4 \u81ea\u52a8\u751f\u6210\u6570\u636e\uff0c\u5e76\u7ed3\u5408\u591a\u6a21\u6001\u68c0\u7d22\u6280\u672f\u8fdb\u884c\u6269\u5c55\u3002\u4e25\u683c\u7684\u4eba\u5de5\u68c0\u67e5\u548c<mark data-type=\"concepts\" data-id=\"de51a6aa-a6c6-43b1-880f-79c0b033bbae\">\u4ea4\u53c9\u9a8c\u8bc1<\/mark>\u786e\u4fdd\u4e86\u9ad8\u8d28\u91cf\u6807\u51c6\u3002PanoSent \u603b\u5171\u8986\u76d6\u4e86 10,000 \u4e2a\u5bf9\u8bdd\u3002\u8868 1 \u5bf9 PanoSent \u4e0e\u73b0\u6709\u7684\u4e00\u4e9b\u591a\u6a21\u6001\u7ec6\u7c92\u5ea6\u60c5\u611f\u5206\u6790\u6570\u636e\u96c6\u8fdb\u884c\u4e86\u5bf9\u6bd4\u5206\u6790\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-504454409b6bebd4af4cc5bed7668898.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-504454409b6bebd4af4cc5bed7668898.png\"><\/a><\/section>\n<section>\u4e0e\u73b0\u6709\u7684 ABSA \u4efb\u52a1\u76f8\u6bd4\uff0c\u672c\u6587\u63d0\u51fa\u7684\u65b0\u4efb\u52a1\u63d0\u51fa\u4e86\u66f4\u5927\u7684\u6311\u6218\uff0c\u4f8b\u5982\u9700\u8981\u7406\u89e3\u590d\u6742\u7684\u5bf9\u8bdd\u60c5\u5883\u5e76\u7075\u6d3b\u5730\u4ece\u5404\u79cd\u6a21\u6001\u4e2d\u63d0\u53d6\u7279\u5f81\uff0c\u5c24\u5176\u662f\u5728\u8ba4\u77e5\u5c42\u9762\u8bc6\u522b\u56e0\u679c\u539f\u56e0\u3002\u8003\u8651\u5230\u591a\u6a21\u6001\u5927\u578b<mark data-type=\"tech_tasks\" data-id=\"bf35ef94-d956-4033-a533-0c0828308c36\">\u8bed\u8a00\u6a21\u578b<\/mark>\uff08MLLMs\uff09\u5728\u8de8\u591a\u6a21\u6001\u7684\u5f3a\u5927\u8bed\u4e49\u7406\u89e3\u65b9\u9762\u6700\u8fd1\u53d6\u5f97\u7684\u5de8\u5927\u6210\u529f\uff0c\u4f5c\u8005\u6784\u5efa\u4e86\u4e00\u4e2a\u4e3b\u5e72 MLLM \u7cfb\u7edf\uff0cSentica\uff0c\u7528\u4e8e\u7f16\u7801\u548c\u7406\u89e3\u591a\u6a21\u6001\u5bf9\u8bdd\u5185\u5bb9\u3002\u53d7\u4eba\u7c7b\u60c5\u611f\u5206\u6790\u8fc7\u7a0b\u7684\u542f\u53d1\uff0c\u4f5c\u8005\u8fdb\u4e00\u6b65\u5f00\u53d1\u4e86\u4e00\u4e2a\u60c5\u611f\u94fe\u63a8\u7406\u6846\u67b6\uff08CoS\uff09\uff0c\u7528\u4e8e\u9ad8\u6548\u5730\u89e3\u51b3\u4efb\u52a1\uff0c\u8be5\u6846\u67b6\u57fa\u4e8e\u601d\u7ef4\u94fe\u7684\u601d\u60f3\uff0c\u5c06\u4efb\u52a1\u5206\u89e3\u4e3a\u4ece\u7b80\u5355\u5230\u590d\u6742\u7684\u56db\u4e2a\u6e10\u8fdb\u63a8\u7406\u6b65\u9aa4\u3002\u8be5\u7cfb\u7edf\u80fd\u591f\u66f4\u6709\u6548\u5730\u63d0\u53d6\u60c5\u611f\u516d\u5143\u7ec4\u7684\u5143\u7d20\uff0c\u5e76\u9010\u6b65\u8bc6\u522b\u60c5\u611f\u7ffb\u8f6c\uff0c\u540c\u65f6\u5f15\u5bfc\u51fa\u76f8\u5e94\u7684\u7406\u7531\u548c\u89e6\u53d1\u56e0\u7d20\u3002\u57fa\u4e8e\u91ca\u4e49\u7684\u9a8c\u8bc1\uff08PpV\uff09\u673a\u5236\u589e\u5f3a\u4e86 CoS \u63a8\u7406\u8fc7\u7a0b\u7684\u7a33\u56fa\u6027\u3002<\/section>\n<section><\/section>\n<section><strong>\u5168\u666f\u5f0f\u7ec6\u7c92\u5ea6\u591a\u6a21\u6001\u5bf9\u8bdd\u60c5\u611f\u5206\u6790<mark data-type=\"concepts\" data-id=\"308c3a45-0fee-4ec6-858e-85b15f440fc0\">\u57fa\u51c6<\/mark>\uff1aPanoSent<\/strong><\/section>\n<section><\/section>\n<section><strong>\u4efb\u52a1\u5efa\u6a21<\/strong><\/section>\n<section><\/section>\n<section>PanoSent \u5305\u62ec\u4e24\u4e2a\u5173\u952e\u4efb\u52a1\uff0c\u5177\u4f53\u53ef\u53c2\u89c1\u56fe 1 \u7684\u53ef\u89c6\u5316\u5c55\u793a\u3002<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\n<section>\u5168\u666f\u5f0f\u60c5\u611f\u516d\u5143\u7ec4\u62bd\u53d6\uff1a\u4ece\u591a\u8f6e\u3001\u591a\u65b9\u3001\u591a\u6a21\u6001\u5bf9\u8bdd\u4e2d\u8bc6\u522b\u60c5\u611f\u6301\u6709\u8005\u3001\u76ee\u6807\u3001\u65b9\u9762\u3001\u89c2\u70b9\u3001\u60c5\u611f\u53ca\u5176\u539f\u56e0\u3002<\/section>\n<section><\/section>\n<\/section>\n<\/li>\n<li>\n<section>\n<section>\u60c5\u611f\u7ffb\u8f6c\u5206\u6790\uff1a\u68c0\u6d4b\u5bf9\u8bdd\u4e2d\u60c5\u611f\u7684\u52a8\u6001\u53d8\u5316\u53ca\u5176\u80cc\u540e\u7684\u56e0\u679c\u5173\u7cfb\u3002<\/section>\n<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>PanoSent <mark data-type=\"concepts\" data-id=\"308c3a45-0fee-4ec6-858e-85b15f440fc0\">\u57fa\u51c6<\/mark>\u6570\u636e\u96c6<\/strong><\/section>\n<section><\/section>\n<section>\u7814\u7a76\u56e2\u961f\u6784\u5efa\u4e86\u4e00\u4e2a\u5305\u542b 10,000 \u4e2a\u5bf9\u8bdd\u7684\u5927\u89c4\u6a21\u9ad8\u8d28\u91cf\u6570\u636e\u96c6 PanoSent\uff0c\u6570\u636e\u6765\u81ea\u73b0\u5b9e\u4e16\u754c\u7684\u591a\u6837\u5316\u6765\u6e90\uff0c\u60c5\u611f\u516d\u5143\u7ec4\u5143\u7d20\u7ecf\u8fc7\u624b\u52a8\u6ce8\u91ca\uff0c\u5e76\u501f\u52a9 GPT-4 \u548c\u591a\u6a21\u6001\u68c0\u7d22\u8fdb\u884c\u6269\u5c55\u3002\u901a\u8fc7\u4e25\u683c\u7684\u4eba\u5de5\u68c0\u67e5\u548c<mark data-type=\"concepts\" data-id=\"de51a6aa-a6c6-43b1-880f-79c0b033bbae\">\u4ea4\u53c9\u9a8c\u8bc1<\/mark>\uff0c\u786e\u4fdd\u6570\u636e\u96c6\u7684\u9ad8\u8d28\u91cf\u3002PanoSent \u6570\u636e\u96c6\u9996\u6b21\u5f15\u5165\u4e86\u9690\u5f0f\u60c5\u611f\u5143\u7d20\u548c\u60c5\u611f\u80cc\u540e\u7684\u8ba4\u77e5\u539f\u56e0\uff0c\u8986\u76d6\u6700\u5168\u9762\u7684\u7ec6\u7c92\u5ea6\u60c5\u611f\u5143\u7d20\uff0c\u9002\u7528\u4e8e\u591a\u6a21\u6001\u3001\u591a\u8bed\u8a00\u548c\u591a\u573a\u666f\u7684\u5e94\u7528\u3002<\/section>\n<section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-3c155e431752d16f2735ebc2a207622a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-3c155e431752d16f2735ebc2a207622a.png\"><\/a><\/p>\n<\/section>\n<section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-db493701f3f666c55e3908994a48bfb3.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-db493701f3f666c55e3908994a48bfb3.png\"><\/a><\/p>\n<\/section>\n<section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-3a241efc86eed48be26b0822d238f3c4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-3a241efc86eed48be26b0822d238f3c4.png\"><\/a><\/p>\n<\/section>\n<section><strong><mark data-type=\"tech_tasks\" data-id=\"ae68be0d-5d64-4b84-aa3d-31f8c9c75119\">\u591a\u6a21\u6001\u60c5\u611f\u5206\u6790<\/mark>\u5927\u6a21\u578b\uff1aSentica<\/strong><\/section>\n<section><strong><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-ab69a0709b3373dcd1e77934b3b1c7cc.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-ab69a0709b3373dcd1e77934b3b1c7cc.png\"><\/a><\/p>\n<p><\/strong><\/section>\n<section><strong>\u591a\u6a21\u6001\u5927<mark data-type=\"tech_tasks\" data-id=\"bf35ef94-d956-4033-a533-0c0828308c36\">\u8bed\u8a00\u6a21\u578b<\/mark>\u9aa8\u5e72<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u5f53\u524d\uff0c\u5927\u578b<mark data-type=\"tech_tasks\" data-id=\"bf35ef94-d956-4033-a533-0c0828308c36\">\u8bed\u8a00\u6a21\u578b<\/mark>\uff08LLM\uff09\u5728\u7406\u89e3\u8bed\u8a00\u8bed\u4e49\u65b9\u9762\u8868\u73b0\u5353\u8d8a\uff0c\u591a\u6a21\u6001\u5927<mark data-type=\"tech_tasks\" data-id=\"bf35ef94-d956-4033-a533-0c0828308c36\">\u8bed\u8a00\u6a21\u578b<\/mark>\uff08MLLM\uff09\u5219\u5c55\u793a\u4e86\u5bf9\u591a\u6a21\u6001\u6570\u636e\u7684\u5f3a\u5927\u7406\u89e3\u80fd\u529b\u3002\u57fa\u4e8e\u6b64\uff0c\u7814\u7a76\u56e2\u961f\u4e3a PanoSent \u8bbe\u8ba1\u4e86\u4e00\u6b3e\u65b0\u7684 MLLM\u2014\u2014Sentica\u3002\u8be5\u6a21\u578b\u4f7f\u7528 Flan-T5 (XXL) \u4f5c\u4e3a\u8bed\u4e49\u7406\u89e3\u548c\u51b3\u7b56\u7684\u6838\u5fc3 LLM\u3002\u5bf9\u4e8e\u975e\u6587\u672c\u8f93\u5165\uff0c\u91c7\u7528 ImageBind \u7edf\u4e00\u7f16\u7801\u591a\u6a21\u6001\u4fe1\u606f\uff0c\u5e76\u5c06\u7f16\u7801\u7ed3\u679c\u6295\u5f71\u5230 LLM \u7684\u5d4c\u5165\u7a7a\u95f4\u3002<\/section>\n<section><\/section>\n<section><strong>\u94fe\u5f0f\u60c5\u611f\u63a8\u7406\u6846\u67b6<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u9488\u5bf9\u5168\u666f\u5f0f\u60c5\u611f\u516d\u5143\u7ec4\u62bd\u53d6\u548c\u60c5\u611f\u7ffb\u8f6c\u5206\u6790\u4efb\u52a1\uff0c\u56e2\u961f\u63d0\u51fa\u4e86\u53d7\u601d\u60f3\u94fe\uff08CoT\uff09\u63a8\u7406\u542f\u53d1\u7684\u94fe\u5f0f\u60c5\u611f\u63a8\u7406\u6846\u67b6\uff08CoS\uff09\u3002\u8be5\u6846\u67b6\u901a\u8fc7\u56db\u4e2a\u6e10\u8fdb\u7684\u63a8\u7406\u6b65\u9aa4\uff0c\u4ece\u7b80\u5355\u5230\u590d\u6742\uff0c\u9010\u6b65\u89e3\u51b3\u6bcf\u4e2a\u4efb\u52a1\uff0c\u5e76\u4e3a\u540e\u7eed\u6b65\u9aa4\u79ef\u7d2f\u5173\u952e\u7ebf\u7d22\u548c\u89c1\u89e3\u3002\u6b65\u9aa4\u5305\u62ec \u201c\u76ee\u6807 \u2013 \u65b9\u9762\u201d \u8bc6\u522b\u3001\u201c\u6301\u6709\u8005 &#8211; \u89c2\u70b9\u201d \u68c0\u6d4b\u3001\u201c\u60c5\u611f &#8211; \u7406\u7531\u201d \u6316\u6398\u53ca \u201c\u60c5\u611f\u7ffb\u8f6c\u89e6\u53d1\u5668\u201d \u5206\u7c7b\u3002<\/section>\n<section><\/section>\n<section><strong>\u6b65\u9aa4 1\uff1a\u201c\u76ee\u6807 &#8211; \u65b9\u9762\u201d \u8bc6\u522b<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u5728\u7ed9\u5b9a\u5bf9\u8bdd\u6587\u672c\u53ca\u5176\u591a\u6a21\u6001\u4fe1\u53f7\u4e0b\uff0c\u901a\u8fc7\u7279\u5b9a\u6307\u4ee4\uff0c\u8981\u6c42\u6a21\u578b\u8bc6\u522b\u5bf9\u8bdd\u4e2d\u63d0\u5230\u7684\u6240\u6709\u53ef\u80fd\u7684\u76ee\u6807\u53ca\u5176\u5bf9\u5e94\u7684\u65b9\u9762\uff0c\u5f62\u6210\u76ee\u6807 &#8211; \u65b9\u9762\u5bf9\u3002<\/section>\n<section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-e94380b40ec47b23a0c93d61417dcf58.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-e94380b40ec47b23a0c93d61417dcf58.png\"><\/a><\/p>\n<\/section>\n<section><strong>\u6b65\u9aa4 2\uff1a\u201c\u6301\u6709\u8005 &#8211; \u89c2\u70b9\u201d \u68c0\u6d4b<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u5728\u8bc6\u522b\u51fa \u201c\u76ee\u6807 &#8211; \u65b9\u9762\u201d \u5bf9\u4e4b\u540e\uff0c\u4e0b\u4e00\u6b65\u662f\u68c0\u6d4b\u76f8\u5173\u7684\u6301\u6709\u8005\u53ca\u5176\u5177\u4f53\u89c2\u70b9\u3002\u8f93\u51fa\u5e94\u4e3a\u5305\u542b\u6301\u6709\u8005\u3001\u76ee\u6807\u3001\u65b9\u9762\u548c\u89c2\u70b9\u7684\u56db\u5143\u7ec4\uff0c\u4e3a\u540e\u7eed\u7684\u60c5\u611f\u5206\u6790\u5960\u5b9a\u57fa\u7840\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-6ea6821c85ae41273503ede81fe27153.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-6ea6821c85ae41273503ede81fe27153.png\"><\/a><\/section>\n<section><strong>\u6b65\u9aa4 3\uff1a\u201c\u60c5\u611f &#8211; \u7406\u7531\u201d \u6316\u6398<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u57fa\u4e8e\u5df2\u8bc6\u522b\u7684\u56db\u5143\u7ec4\uff0c\u5206\u6790\u4e0e\u6bcf\u4e2a\u89c2\u70b9\u76f8\u5173\u7684\u60c5\u611f\u5e76\u8bc6\u522b\u5176\u80cc\u540e\u7684\u7406\u7531\u3002\u6700\u7ec8\u8f93\u51fa\u4e3a\u516d\u5143\u7ec4\uff0c\u5168\u9762\u5c55\u73b0\u60c5\u611f\u8868\u8fbe\u53ca\u5176\u80cc\u540e\u7684\u56e0\u679c<mark data-type=\"concepts\" data-id=\"95a97f4b-79d2-4bbc-91ae-300f074dff9f\">\u903b\u8f91<\/mark>\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-7f2387372eb97edc7a19da1a8d78ce89.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-7f2387372eb97edc7a19da1a8d78ce89.png\"><\/a><\/section>\n<section><strong>\u6b65\u9aa4 4\uff1a\u201c\u60c5\u611f\u7ffb\u8f6c\u89e6\u53d1\u5668\u201d \u5206\u7c7b<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u5728\u8bc6\u522b\u51fa\u6240\u6709\u516d\u5143\u7ec4\u540e\uff0c\u6700\u540e\u4e00\u6b65\u662f\u68c0\u6d4b\u60c5\u611f\u7684\u7ffb\u8f6c\uff0c\u5373\u4ece\u521d\u59cb\u60c5\u611f\u5230\u7ffb\u8f6c\u60c5\u611f\u7684\u53d8\u5316\uff0c\u5bf9\u5bfc\u81f4\u60c5\u611f\u7ffb\u8f6c\u7684\u89e6\u53d1\u56e0\u7d20\u8fdb\u884c\u5206\u7c7b\u3002\u8f93\u51fa\u5e94\u4e3a\u5305\u542b\u4e0a\u8ff0\u60c5\u611f\u5143\u7d20\u7684\u516d\u5143\u7ec4\u6216 \u201cNone\u201d \uff08\u5982\u679c\u6ca1\u6709\u60c5\u611f\u7ffb\u8f6c\uff09<\/section>\n<section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-6644943815af8d9552807f0dd4704012.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-6644943815af8d9552807f0dd4704012.png\"><\/a><\/p>\n<\/section>\n<section><strong>\u57fa\u4e8e\u590d\u8ff0\u7684\u9a8c\u8bc1<\/strong><\/section>\n<section><\/section>\n<section>\u4e3a\u907f\u514d\u94fe\u5f0f\u63a8\u7406\u4e2d\u53ef\u80fd\u4ea7\u751f\u7684\u9519\u8bef\u7d2f\u79ef\uff0c\u7814\u7a76\u56e2\u961f\u8bbe\u8ba1\u4e86\u57fa\u4e8e\u590d\u8ff0\u7684\u9a8c\u8bc1\u673a\u5236\uff08PpV\uff09\u3002\u5728\u6bcf\u4e2a\u63a8\u7406\u6b65\u9aa4\u4e2d\uff0c\u901a\u8fc7\u5c06\u7ed3\u6784\u5316\u7684 k \u5143\u7ec4\u8f6c\u5316\u4e3a\u81ea\u7136\u8bed\u8a00\u8868\u8fbe\uff0c\u5e76\u7ed3\u5408\u4e0a\u4e0b\u6587\u68c0\u67e5\u5176\u662f\u5426\u5177\u6709\u8574\u6db5\u6216\u77db\u76fe\u5173\u7cfb\uff0c\u4ece\u800c\u786e\u4fdd\u6bcf\u4e2a\u6b65\u9aa4\u7684\u51c6\u786e\u6027\u3002\u8fd9\u4e00\u673a\u5236\u4e0d\u4ec5\u589e\u5f3a\u4e86\u60c5\u611f\u5206\u6790\u7684\u7a33\u5065\u6027\uff0c\u8fd8\u6709\u6548\u51cf\u8f7b\u4e86 LLM \u56fa\u6709\u5e7b\u89c9\u7684\u5f71\u54cd\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-a20617edacd0d9ffc15ebe694aff22d6.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-a20617edacd0d9ffc15ebe694aff22d6.png\"><\/a><\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-aff42394e1430b7c1d4a37a2a28bc4a7.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-aff42394e1430b7c1d4a37a2a28bc4a7.png\"><\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-f1a49d8f8fbc23fb1dbc6773b2ab7412.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-f1a49d8f8fbc23fb1dbc6773b2ab7412.png\"><\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-8a96485073593f6fa23c0eb998494441.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-8a96485073593f6fa23c0eb998494441.png\"><\/a><\/p>\n<section><strong>\u5b9e\u9a8c\u548c\u5206\u6790<\/strong><\/section>\n<section><\/section>\n<section><strong>\u4e3b\u5b9e\u9a8c\u7ed3\u679c<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u56e2\u961f\u901a\u8fc7\u5b9e\u9a8c\u9a8c\u8bc1\u4e86 Sentica \u5728\u4e24\u4e2a\u5b50\u4efb\u52a1\u4e2d\u7684\u8868\u73b0\u3002\u5728\u516d\u5143\u7ec4\u62bd\u53d6\u4efb\u52a1\u4e2d\uff0cSentica \u663e\u8457\u4f18\u4e8e\u5176\u4ed6\u65b9\u6cd5\uff0c\u5c24\u5176\u662f\u5728\u7ed3\u5408 CoS \u548c PpV \u673a\u5236\u540e\uff0c\u8868\u73b0\u8fbe\u5230\u6700\u4f73\u3002\u5728\u60c5\u611f\u7ffb\u8f6c\u5206\u6790\u4e2d\uff0cSentica \u540c\u6837\u8868\u73b0\u51fa\u8272\uff0c\u7279\u522b\u662f\u5728\u591a\u8bed\u8a00\u73af\u5883\u4e0b\uff0c\u51c6\u786e\u6027\u663e\u8457\u63d0\u9ad8\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-fd24c7ade06a2352abb52a68df50f2ab.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-fd24c7ade06a2352abb52a68df50f2ab.png\"><\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-7048906cbbaf5c0bce78eef6934b9e48.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-7048906cbbaf5c0bce78eef6934b9e48.png\"><\/a><\/p>\n<section><strong>\u9a8c\u8bc1\u6784\u5efa\u5408\u6210\u6570\u636e\u7684\u5fc5\u8981\u6027<\/strong><\/section>\n<section><\/section>\n<section>\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u5c3d\u7ba1\u5408\u6210\u6570\u636e\u91cf\u8f83\u5927\uff0c\u6a21\u578b\u5728\u771f\u5b9e\u6570\u636e\u4e0a\u7684\u8bad\u7ec3\u6548\u679c\u66f4\u4f73\u3002\u8fd9\u662f\u56e0\u4e3a\u771f\u5b9e\u6570\u636e\u7684\u4fe1\u606f\u5206\u5e03\u66f4\u4e3a\u81ea\u7136\uff0c\u5e2e\u52a9\u6a21\u578b\u5b66\u4e60\u5230\u66f4\u5177\u4ee3\u8868\u6027\u7684\u7279\u5f81\u3002\u7136\u800c\uff0c\u5408\u6210\u6570\u636e\u4f5c\u4e3a\u8865\u5145\u5219\u663e\u8457\u63d0\u5347\u4e86\u6a21\u578b\u7684\u6700\u7ec8\u6027\u80fd\uff0c\u8fdb\u4e00\u6b65\u8bc1\u660e\u4e86\u5408\u6210\u6570\u636e\u5728\u4f18\u5316\u6a21\u578b\u8868\u73b0\u4e2d\u7684\u5173\u952e\u4f5c\u7528\u3002\u56e0\u6b64\uff0c\u6784\u5efa\u5408\u6210\u6570\u636e\u4e0d\u4ec5\u662f\u5fc5\u8981\u7684\uff0c\u800c\u4e14\u6709\u52a9\u4e8e\u63d0\u5347\u60c5\u611f\u5206\u6790\u7684\u6574\u4f53\u6548\u679c\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-3c26e6b91be45b73ac99d9d17dabe602.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-3c26e6b91be45b73ac99d9d17dabe602.png\"><\/a><\/section>\n<section><strong>\u9a8c\u8bc1\u591a\u6a21\u6001\u4fe1\u606f\u7684\u91cd\u8981\u6027<\/strong><\/section>\n<section><\/section>\n<section>\u7814\u7a76\u56e2\u961f\u6df1\u5165\u5206\u6790\u4e86\u591a\u6a21\u6001\u4fe1\u606f\u5728\u60c5\u611f\u5206\u6790\u4e2d\u7684\u4f5c\u7528\uff0c\u53d1\u73b0\u5176\u4e0d\u4ec5\u662f\u5bf9\u6587\u672c\u4fe1\u606f\u7684\u8865\u5145\uff0c\u8fd8\u5728\u516d\u5143\u7ec4\u5143\u7d20\u7684\u5224\u65ad\u4e2d\u8d77\u5230\u5173\u952e\u4f5c\u7528\u3002\u5b9e\u9a8c\u7ed3\u679c\u663e\u793a\uff0c\u79fb\u9664\u4efb\u4f55\u6a21\u6001\u4fe1\u53f7\u90fd\u4f1a\u5bfc\u81f4\u6027\u80fd\u4e0b\u964d\uff0c\u5c24\u5176\u662f\u56fe\u50cf\u4fe1\u606f\u7684\u7f3a\u5931\u5bf9\u6027\u80fd\u7684\u5f71\u54cd\u6700\u5927\u3002\u8fd9\u8868\u660e\uff0c\u591a\u6a21\u6001\u4fe1\u606f\u5728\u4efb\u52a1\u4e2d\u4e0d\u53ef\u6216\u7f3a\uff0c\u5bf9\u63d0\u9ad8\u6a21\u578b\u7684\u8bc6\u522b\u7cbe\u5ea6\u81f3\u5173\u91cd\u8981\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-741137c991659579bd0d7d0c3dc37f18.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-741137c991659579bd0d7d0c3dc37f18.png\"><\/a><\/p>\n<section><strong>\u9a8c\u8bc1\u663e\u6027\u4e0e\u9690\u6027\u5143\u7d20\u7684\u8bc6\u522b\u6027\u80fd<\/strong><\/section>\n<section><strong><br 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data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-b95914dd4bbd80746a882800c79ae9cf.png\"><\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-c2fed4bda1c9bde0dcdb882c68142149.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-c2fed4bda1c9bde0dcdb882c68142149.png\"><\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-3a6942e7da7e359227cccdca3b5413a1.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-3a6942e7da7e359227cccdca3b5413a1.png\"><\/a><\/p>\n<section><strong>\u7ed3\u8bba\u4e0e\u5c55\u671b<\/strong><\/section>\n<section><strong><br 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