{"id":35118,"date":"2024-12-18T23:59:52","date_gmt":"2024-12-18T15:59:52","guid":{"rendered":"https:\/\/17aitech.com\/?p=35118"},"modified":"2024-12-18T23:59:52","modified_gmt":"2024-12-18T15:59:52","slug":"1%e7%af%87outstanding%e3%80%815%e7%af%87oral%ef%bc%81%e5%ad%97%e8%8a%82%e8%b7%b3%e5%8a%a8%e4%bb%8a%e5%b9%b4acl%e8%bf%99%e4%b9%88%e7%8c%9b%ef%bc%9f-%e6%9d%a5%e7%9b%b4%e6%92%ad%e9%97%b4%e8%81%8a","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=35118","title":{"rendered":"1\u7bc7Outstanding\u30015\u7bc7Oral\uff01\u5b57\u8282\u8df3\u52a8\u4eca\u5e74ACL\u8fd9\u4e48\u731b\uff1f \u6765\u76f4\u64ad\u95f4\u804a\u804a\uff01"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-08-15-5\" target=\"_blank\">1\u7bc7Outstanding\u30015\u7bc7Oral\uff01\u5b57\u8282\u8df3\u52a8\u4eca\u5e74ACL\u8fd9\u4e48\u731b\uff1f \u6765\u76f4\u64ad\u95f4\u804a\u804a\uff01<\/a><\/p>\n<p>\u672c\u5468\u5b66\u672f\u754c\u77a9\u76ee\u7684\u7126\u70b9\uff0c\u65e0\u7591\u662f\u5728\u6cf0\u56fd\u66fc\u8c37\u4e3e\u884c\u7684 ACL 2024 \u9876\u4f1a\u3002\u8fd9\u573a\u76db\u4f1a\u5438\u5f15\u4e86\u5168\u7403\u4f17\u591a\u6770\u51fa\u7684\u7814\u7a76\u8005\uff0c\u5927\u5bb6\u6c47\u805a\u4e00\u5802\uff0c\u5171\u540c\u63a2\u8ba8\u548c\u5206\u4eab\u6700\u65b0\u5b66\u672f\u6210\u679c\u3002<\/p>\n<p>\u5b98\u65b9\u516c\u5e03\u7684\u6570\u636e\u663e\u793a\uff0c\u672c\u5c4a ACL \u5171\u6536\u5230\u8fd1 5000 \u7bc7\u8bba\u6587\u6295\u7a3f\uff0c\u5176\u4e2d 940 \u7bc7\u88ab\u4e3b\u4f1a\u5f55\u7528\uff0c168 \u7bc7\u5de5\u4f5c\u5165\u9009\u5927\u4f1a\u53e3\u5934\u62a5\u544a\uff08Oral\uff09\uff0c\u5f55\u53d6\u7387\u4f4e\u4e8e 3.4%\uff0c\u8fd9\u5f53\u4e2d\uff0c<strong><mark data-type=\"institutions\" data-id=\"7092494f-e4a9-4175-8efe-b5ddb66a9878\">\u5b57\u8282\u8df3\u52a8<\/mark>\u5171\u6709 5 \u7bc7\u6210\u679c\u4e2d\u9009 Oral\u3002<\/strong><\/p>\n<p>\u5728 8 \u6708 14 \u65e5\u4e0b\u5348\u7684 Paper Awards \u73af\u8282\uff0c<strong><mark data-type=\"institutions\" data-id=\"7092494f-e4a9-4175-8efe-b5ddb66a9878\">\u5b57\u8282\u8df3\u52a8<\/mark>\u65d7\u4e0b\u6210\u679c\u300aG-DIG: Towards Gradient-based DIverse and high-quality Instruction Data Selection for Machine Translation\u300b\u88ab\u4e3b\u529e\u65b9\u5b98\u5ba3\u5165\u9009 Outstanding Paper\uff081\/35\uff09\u3002<\/strong><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-38b877b8d5e7b303656360d9439d145f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-38b877b8d5e7b303656360d9439d145f.png\"><\/a><\/p>\n<p><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0ACL 2024 \u73b0\u573a\u7167\u7247<\/sup><\/em><\/p>\n<p>\u56de\u6eaf ACL 2021\uff0c<mark data-type=\"institutions\" data-id=\"7092494f-e4a9-4175-8efe-b5ddb66a9878\">\u5b57\u8282\u8df3\u52a8<\/mark>\u66fe\u6458\u4e0b\u552f\u4e00\u4e00\u7bc7\u6700\u4f73\u8bba\u6587\u6842\u51a0\uff0c\u662f ACL \u6210\u7acb 59 \u5e74\u4ee5\u6765\uff0c\u4e2d\u56fd\u79d1\u5b66\u5bb6\u56e2\u961f\u7b2c 2 \u6b21\u6458\u5f97\u6700\u9ad8\u5956\u9879\uff01<\/p>\n<p>\u4e3a\u6df1\u5165\u63a2\u8ba8\u4eca\u5e74\u7684\u524d\u6cbf\u7814\u7a76\u6210\u679c\uff0c\u6211\u4eec\u7279\u610f\u9080\u8bf7<mark data-type=\"institutions\" data-id=\"7092494f-e4a9-4175-8efe-b5ddb66a9878\">\u5b57\u8282\u8df3\u52a8<\/mark>\u8bba\u6587\u7684\u6838\u5fc3\u5de5\u4f5c\u8005\u89e3\u8bfb\u5206\u4eab\u3002<strong>8 \u6708 20 \u65e5\u4e0b\u5468\u4e8c 19:00-21:00\uff0c\u300c<mark data-type=\"institutions\" data-id=\"7092494f-e4a9-4175-8efe-b5ddb66a9878\">\u5b57\u8282\u8df3\u52a8<\/mark> ACL 2024 \u524d\u6cbf\u8bba\u6587\u5206\u4eab\u4f1a\u300d\u7ebf\u4e0a\u5f00\u64ad\uff01<\/strong><\/p>\n<p><strong>\u8c46\u5305\u5927<mark data-type=\"tech_tasks\" data-id=\"bf35ef94-d956-4033-a533-0c0828308c36\">\u8bed\u8a00\u6a21\u578b<\/mark>\u7814\u7a76\u56e2\u961f\u8d1f\u8d23\u4eba\u738b\u660e\u8f69<\/strong>\uff0c\u5c06\u643a\u624b<mark data-type=\"institutions\" data-id=\"7092494f-e4a9-4175-8efe-b5ddb66a9878\">\u5b57\u8282\u8df3\u52a8<\/mark>\u591a\u4f4d\u7814\u7a76\u5458<strong>\u9ec4\u5fd7\u8d85\u3001\u90d1\u5728\u7fd4\u3001\u674e\u671d\u4f1f\u3001\u5f20\u6b23\u52c3\u3001\u53ca Outstanding Paper \u795e\u79d8\u5609\u5bbe<\/strong>\uff0c\u5206\u4eab ACL \u90e8\u5206\u7cbe\u5f69\u4e2d\u9009\u6210\u679c\uff0c\u7814\u7a76\u65b9\u5411\u6d89\u53ca<mark data-type=\"tech_tasks\" data-id=\"c8ff5114-6cbb-49ca-8a89-3ee2826be0b4\">\u81ea\u7136\u8bed\u8a00\u5904\u7406<\/mark>\u3001<mark data-type=\"tech_tasks\" data-id=\"e30ad6d6-10fb-41c3-b25a-d7be0b2500c2\">\u8bed\u97f3\u5904\u7406<\/mark>\u3001<mark data-type=\"tech_methods\" data-id=\"4468592f-93e9-4575-be91-fd64c0c6afe0\">\u591a\u6a21\u6001\u5b66\u4e60<\/mark>\u3001\u5927\u6a21\u578b\u63a8\u7406\u7b49\u9886\u57df\uff0c\u6b22\u8fce\u9884\u7ea6\uff01<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_78 ez-toc-wrap-left-text counter-hierarchy ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u6587\u7ae0\u76ee\u5f55<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 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href=\"https:\/\/17aitech.com\/?p=35118\/#_%E7%B2%BE%E9%80%89%E8%AE%BA%E6%96%87%E8%A7%A3%E8%AF%BB\" >\u00a0\u7cbe\u9009\u8bba\u6587\u89e3\u8bfb\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/17aitech.com\/?p=35118\/#_%E6%9C%9F%E5%BE%85%E4%BD%A0%E7%9A%84%E4%BA%92%E5%8A%A8%E6%8F%90%E9%97%AE\" >\u00a0\u671f\u5f85\u4f60\u7684\u4e92\u52a8\u63d0\u95ee\u00a0<\/a><\/li><\/ul><\/nav><\/div>\n<h4><span class=\"ez-toc-section\" id=\"_%E6%B4%BB%E5%8A%A8%E8%AE%AE%E7%A8%8B\"><\/span><strong>\u00a0\u6d3b\u52a8\u8bae\u7a0b\u00a0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-a9266a7293657c2da799d8eaa5c4cbf3.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-a9266a7293657c2da799d8eaa5c4cbf3.png\"><\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-41b77bcbd72010a281d0c7aaa11321bb.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-41b77bcbd72010a281d0c7aaa11321bb.png\"><\/a><\/p>\n<h4><span class=\"ez-toc-section\" id=\"_%E7%B2%BE%E9%80%89%E8%AE%BA%E6%96%87%E8%A7%A3%E8%AF%BB\"><\/span><strong>\u00a0\u7cbe\u9009\u8bba\u6587\u89e3\u8bfb\u00a0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-bd46b3a3721f675fd481456d4dc60d22.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-bd46b3a3721f675fd481456d4dc60d22.png\"><\/a><\/section>\n<section>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"64\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>\n<section><strong>RepCodec\uff1a\u4e00\u79cd\u7528\u4e8e\u8bed\u97f3\u79bb\u6563\u5316\u7684\u8bed\u97f3\u8868\u793a\u7f16\u89e3\u7801\u5668<\/strong><\/section>\n<section>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2309.00169<\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n<\/section>\n<p>\u968f\u7740\u5927\u578b<mark data-type=\"tech_tasks\" data-id=\"bf35ef94-d956-4033-a533-0c0828308c36\">\u8bed\u8a00\u6a21\u578b<\/mark>\uff08LLMs\uff09\u8fd1\u671f\u7684\u5feb\u901f\u53d1\u5c55\uff0c\u79bb\u6563\u8bed\u97f3\u6807\u8bb0\u5316\u5728\u5c06\u8bed\u97f3\u6ce8\u5165 LLMs \u4e2d\u53d1\u6325\u91cd\u8981\u4f5c\u7528\u3002\u7136\u800c\uff0c\u8fd9\u79cd\u79bb\u6563\u5316\u5bfc\u81f4\u4fe1\u606f\u7684\u4e22\u5931\uff0c\u4ece\u800c\u635f\u5bb3\u6574\u4f53\u6027\u80fd\u3002\u4e3a\u63d0\u9ad8\u8fd9\u4e9b\u79bb\u6563\u8bed\u97f3\u6807\u8bb0\u7684\u6027\u80fd\uff0c\u6211\u4eec\u63d0\u51fa\u4e86 RepCodec\uff0c\u8fd9\u662f\u4e00\u79cd\u7528\u4e8e\u8bed\u4e49\u8bed\u97f3\u79bb\u6563\u5316\u7684\u65b0\u578b\u8bed\u97f3\u8868\u793a\u7f16\u89e3\u7801\u5668\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-0c566559b027eb2060dfc3bb342a998a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-0c566559b027eb2060dfc3bb342a998a.png\"><\/a><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0Framework of RepCodec<\/sup><\/section>\n<section><\/section>\n<section>\u4e0e\u91cd\u5efa\u539f\u59cb\u97f3\u9891\u7684\u97f3\u9891\u7f16\u89e3\u7801\u5668\u4e0d\u540c\uff0cRepCodec \u901a\u8fc7\u4ece\u8bf8\u5982 HuBERT \u6216 data2vec \u7b49\u8bed\u97f3\u7f16\u7801\u5668\u91cd\u5efa\u8bed\u97f3\u8868\u793a\u6765\u5b66\u4e60 VQ \u7801\u672c\u3002\u8bed\u97f3\u7f16\u7801\u5668\u3001\u7f16\u89e3\u7801\u5668\u7f16\u7801\u5668\u548cVQ\u7801\u672c\u5171\u540c\u5f62\u6210\u4e86\u4e00\u4e2a\u5c06\u8bed\u97f3\u6ce2\u5f62\u8f6c\u6362\u4e3a\u8bed\u4e49\u6807\u8bb0\u7684\u6d41\u7a0b\u3002\u5927\u91cf\u5b9e\u9a8c\u8868\u660e\uff0cRepCodec \u51ed\u501f\u5176\u589e\u5f3a\u7684\u4fe1\u606f\u4fdd\u7559\u80fd\u529b\uff0c\u5728\u8bed\u97f3\u7406\u89e3\u548c\u751f\u6210\u65b9\u9762\u663e\u8457\u4f18\u4e8e\u5e7f\u6cdb\u4f7f\u7528\u7684 k-means <mark data-type=\"concepts\" data-id=\"de069734-8912-43fb-b365-3b014165bc4d\">\u805a\u7c7b<\/mark>\u65b9\u6cd5\u3002\u6b64\u5916\uff0c\u8fd9\u79cd\u4f18\u52bf\u5728\u5404\u79cd\u8bed\u97f3\u7f16\u7801\u5668\u548c\u8bed\u8a00\u4e2d\u90fd\u5b58\u5728\uff0c\u80af\u5b9a\u4e86 RepCodec \u7684\u9c81\u68d2\u6027\u3002\u8be5\u65b9\u6cd5\u53ef\u4ee5\u4fc3\u8fdb<mark data-type=\"tech_tasks\" data-id=\"e30ad6d6-10fb-41c3-b25a-d7be0b2500c2\">\u8bed\u97f3\u5904\u7406<\/mark>\u65b9\u9762\u7684\u5927\u578b<mark data-type=\"tech_tasks\" data-id=\"bf35ef94-d956-4033-a533-0c0828308c36\">\u8bed\u8a00\u6a21\u578b<\/mark>\u7814\u7a76\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-b8e670e99f1521a7962c7a1c99f8021a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-b8e670e99f1521a7962c7a1c99f8021a.png\"><\/a><\/section>\n<section>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"65\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>\n<section><strong>DINOISER\uff1a\u901a\u8fc7\u566a\u58f0\u64cd\u7eb5\u589e\u5f3a\u7684\u6269\u6563\u6761\u4ef6\u5e8f\u5217<mark data-type=\"tech_methods\" data-id=\"d92a1cda-8e30-4199-9678-2d8c6c17d736\">\u751f\u6210\u6a21\u578b<\/mark><\/strong><\/section>\n<section>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2302.10025<\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n<\/section>\n<p>\u867d\u7136\u6269\u6563\u6a21\u578b\u5728\u751f\u6210\u8bf8\u5982\u56fe\u50cf\u548c\u97f3\u9891\u7b49\u8fde\u7eed\u4fe1\u53f7\u65b9\u9762\u53d6\u5f97\u4e86\u5de8\u5927\u6210\u529f\uff0c\u4f46\u5728\u5b66\u4e60\u50cf\u81ea\u7136\u8bed\u8a00\u8fd9\u6837\u7684\u79bb\u6563\u5e8f\u5217\u6570\u636e\u4ecd\u7136\u5b58\u5728\u56f0\u96be\u3002\u5c3d\u7ba1\u6700\u8fd1\u4e00\u7cfb\u5217\u6587\u672c\u6269\u6563\u6a21\u578b\u901a\u8fc7\u5c06\u79bb\u6563\u72b6\u6001\u5d4c\u5165\u4e3a\u8fde\u7eed\u72b6\u6001\u9690\u7a7a\u95f4\u6765\u89c4\u907f\u79bb\u6563\u6027\u8fd9\u4e00\u6311\u6218\uff0c\u4f46\u5b83\u4eec\u7684\u751f\u6210\u8d28\u91cf\u4ecd\u7136\u4e0d\u5c3d\u4eba\u610f\u3002<\/p>\n<p>\u4e3a\u4e86\u7406\u89e3\u8fd9\u4e00\u70b9\uff0c\u6211\u4eec\u9996\u5148\u6df1\u5165\u5206\u6790\u57fa\u4e8e\u6269\u6563\u6a21\u578b\u7684\u5e8f\u5217<mark data-type=\"tech_methods\" data-id=\"d92a1cda-8e30-4199-9678-2d8c6c17d736\">\u751f\u6210\u6a21\u578b<\/mark>\u7684\u8bad\u7ec3\u8fc7\u7a0b\uff0c\u5e76\u786e\u5b9a\u4e86\u5b83\u4eec\u7684\u4e09\u4e2a\u4e25\u91cd\u95ee\u9898\uff1a\uff081\uff09\u5b66\u4e60\u5931\u8d25\uff1b\uff082\uff09\u7f3a\u4e4f\u53ef\u6269\u5c55\u6027\uff1b\uff083\uff09\u5ffd\u7565\u6761\u4ef6\u4fe1\u53f7\u3002\u6211\u4eec\u8ba4\u4e3a\u8fd9\u4e9b\u95ee\u9898\u53ef\u4ee5\u5f52\u7ed3\u4e3a\u5d4c\u5165\u7a7a\u95f4\u4e2d\u79bb\u6563\u6027\u672a\u5b8c\u5168\u6d88\u9664\u7684\u7f3a\u9677\uff0c\u5176\u4e2d\u566a\u58f0\u7684\u89c4\u6a21\u8d77\u51b3\u5b9a\u6027\u4f5c\u7528\u3002<\/p>\n<p>\u5728\u8be5\u5de5\u4f5c\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa\u4e86 DINOISER\uff0c\u901a\u8fc7\u64cd\u7eb5\u566a\u58f0\u6765\u589e\u5f3a\u7528\u4ee5\u5e8f\u5217\u751f\u6210\u7684\u6269\u6563\u6a21\u578b\u3002\u6211\u4eec\u5728\u8bad\u7ec3\u9636\u6bb5\u4ee5\u4e00\u79cd\u53d7\u6700\u4f18\u4f20\u8f93\u542f\u53d1\u7684\u65b9\u5f0f\uff0c\u81ea\u9002\u5e94\u5730\u786e\u5b9a\u91c7\u6837\u566a\u58f0\u89c4\u6a21\u7684\u8303\u56f4\uff0c\u5e76\u5728\u63a8\u7406\u9636\u6bb5\u9f13\u52b1\u8be5\u6a21\u578b\u901a\u8fc7\u653e\u5927\u566a\u58f0\u89c4\u6a21\u6765\u66f4\u597d\u5730\u5229\u7528\u6761\u4ef6\u4fe1\u53f7\u3002\u5b9e\u9a8c\u8868\u660e\uff0c\u57fa\u4e8e\u6240\u63d0\u51fa\u7684\u6709\u6548\u7684\u8bad\u7ec3\u548c\u63a8\u7406\u7b56\u7565\uff0cDINOISER \u5728\u591a\u4e2a\u6761\u4ef6\u5e8f\u5217\u5efa\u6a21<mark data-type=\"concepts\" data-id=\"308c3a45-0fee-4ec6-858e-85b15f440fc0\">\u57fa\u51c6<\/mark>\u4e0a\u4f18\u4e8e\u5148\u524d\u6269\u6563\u5e8f\u5217<mark data-type=\"tech_methods\" data-id=\"d92a1cda-8e30-4199-9678-2d8c6c17d736\">\u751f\u6210\u6a21\u578b<\/mark>\u7684\u57fa\u7ebf\uff0c\u8fdb\u4e00\u6b65\u7684\u5206\u6790\u4e5f\u9a8c\u8bc1\u4e86 DINOISER \u53ef\u4ee5\u66f4\u597d\u5730\u5229\u7528\u6761\u4ef6\u4fe1\u53f7\u6765\u63a7\u5236\u5176\u751f\u6210\u8fc7\u7a0b\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-77c1612d594592069fcd42305cbe174a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-77c1612d594592069fcd42305cbe174a.png\"><\/a><\/section>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"57\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>\n<section><strong>\u901a\u8fc7\u51cf\u5c11\u5197\u4f59\u52a0\u5feb\u89c6\u89c9\u6761\u4ef6\u8bed\u8a00\u751f\u6210\u7684\u8bad\u7ec3<\/strong><\/section>\n<section>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2310.03291<\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n<section>\u6211\u4eec\u63a8\u51fa\u4e86 EVLGen\uff0c\u8fd9\u662f\u4e00\u4e2a\u4e3a\u5177\u6709\u9ad8\u8ba1\u7b97\u9700\u6c42\u7684\u89c6\u89c9\u6761\u4ef6\u8bed\u8a00<mark data-type=\"tech_methods\" data-id=\"d92a1cda-8e30-4199-9678-2d8c6c17d736\">\u751f\u6210\u6a21\u578b<\/mark>\u7684\u9884\u8bad\u7ec3\u800c\u8bbe\u8ba1\u7684\u7b80\u5316\u6846\u67b6\uff0c\u5229\u7528\u4e86\u51bb\u7ed3\u7684\u9884\u8bad\u7ec3\u5927\u578b<mark data-type=\"tech_tasks\" data-id=\"bf35ef94-d956-4033-a533-0c0828308c36\">\u8bed\u8a00\u6a21\u578b<\/mark>\uff08LLMs\uff09\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-c187be2affe776000d934fe5019a46e9.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-c187be2affe776000d934fe5019a46e9.png\"><\/a><\/section>\n<section><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0Overview of the EVLGen<\/sup><\/section>\n<section><\/section>\n<section>\u5728\u89c6\u89c9\u8bed\u8a00\u9884\u8bad\u7ec3\uff08VLP\uff09\u4e2d\u7684\u5e38\u89c4\u65b9\u6cd5\u901a\u5e38\u6d89\u53ca\u4e00\u4e2a\u4e24\u9636\u6bb5\u7684\u4f18\u5316\u8fc7\u7a0b\uff1a\u4e00\u4e2a\u521d\u59cb\u7684\u8d44\u6e90\u5bc6\u96c6\u578b\u9636\u6bb5\u81f4\u529b\u4e8e\u901a\u7528\u7684\u89c6\u89c9\u8bed\u8a00\u8868\u793a\u5b66\u4e60\uff0c\u91cd\u70b9\u5728\u4e8e\u63d0\u53d6\u548c\u6574\u5408\u76f8\u5173\u7684\u89c6\u89c9\u7279\u5f81\u3002\u968f\u540e\u662f\u4e00\u4e2a\u540e\u7eed\u9636\u6bb5\uff0c\u5f3a\u8c03\u89c6\u89c9\u548c\u8bed\u8a00\u6a21\u6001\u4e4b\u95f4\u7684\u7aef\u5230\u7aef\u5bf9\u9f50\u3002\u6211\u4eec\u65b0\u9896\u7684\u5355\u9636\u6bb5\u3001\u5355\u635f\u5931\u6846\u67b6\u901a\u8fc7\u5728\u8bad\u7ec3\u671f\u95f4\u9010\u6e10\u5408\u5e76\u76f8\u4f3c\u7684\u89c6\u89c9\u6807\u8bb0\uff0c\u7ed5\u8fc7\u4e86\u8ba1\u7b97\u8981\u6c42\u5f88\u9ad8\u7684\u7b2c\u4e00\u4e2a\u8bad\u7ec3\u9636\u6bb5\uff0c\u540c\u65f6\u907f\u514d\u4e86 BLIP-2 \u7c7b\u578b\u6a21\u578b\u7684\u5355\u9636\u6bb5\u8bad\u7ec3\u6240\u5bfc\u81f4\u7684\u6a21\u578b\u5d29\u6e83\u3002\u9010\u6e10\u5408\u5e76\u7684\u8fc7\u7a0b\u6709\u6548\u5730\u538b\u7f29\u4e86\u89c6\u89c9\u4fe1\u606f\uff0c\u540c\u65f6\u4fdd\u7559\u4e86\u8bed\u4e49\u4e30\u5bcc\u6027\uff0c\u5728\u4e0d\u5f71\u54cd\u6027\u80fd\u7684\u60c5\u51b5\u4e0b\u5b9e\u73b0\u4e86\u5feb\u901f<mark data-type=\"concepts\" data-id=\"3bf78775-1316-4ac0-bd99-10e2fc88c439\">\u6536\u655b<\/mark>\u3002<\/section>\n<section><\/section>\n<section>\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u6211\u4eec\u7684\u65b9\u6cd5\u5c06\u89c6\u89c9<mark data-type=\"tech_tasks\" data-id=\"bf35ef94-d956-4033-a533-0c0828308c36\">\u8bed\u8a00\u6a21\u578b<\/mark>\u7684\u8bad\u7ec3\u901f\u5ea6\u63d0\u9ad8\u4e86 5 \u500d\uff0c\u800c\u5bf9\u6574\u4f53\u6027\u80fd\u6ca1\u6709\u660e\u663e\u5f71\u54cd\u3002\u6b64\u5916\uff0c\u6211\u4eec\u7684\u6a21\u578b\u4ec5\u4f7f\u7528 1\/10 \u7684\u6570\u636e\u5c31\u663e\u8457\u7f29\u5c0f\u4e0e\u5f53\u524d\u89c6\u89c9<mark data-type=\"tech_tasks\" data-id=\"bf35ef94-d956-4033-a533-0c0828308c36\">\u8bed\u8a00\u6a21\u578b<\/mark>\u7684\u6027\u80fd\u5dee\u8ddd\u3002\u6700\u540e\uff0c\u5c55\u793a\u4e86\u6211\u4eec\u7684\u56fe\u50cf &#8211; \u6587\u672c\u6a21\u578b\u5982\u4f55\u901a\u8fc7\u65b0\u9896\u7684\u8f6f\u6ce8\u610f\u529b\u65f6\u95f4\uff0c\u6807\u8bb0\u4e0a\u4e0b\u6587\u6a21\u5757\u65e0\u7f1d\u9002\u5e94\u89c6\u9891\u6761\u4ef6\u8bed\u8a00\u751f\u6210\u4efb\u52a1\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-8a5ac954c43b95b6b73187432d86e8ea.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-8a5ac954c43b95b6b73187432d86e8ea.png\"><\/a><\/p>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"73\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>\n<p><strong>StreamVoice\uff1a\u7528\u4e8e\u5b9e\u65f6\u96f6\u6837\u672c\u8bed\u97f3\u8f6c\u6362\u7684\u53ef\u6d41\u5f0f\u4e0a\u4e0b\u6587<mark data-type=\"concepts\" data-id=\"1ccbfcc7-1b56-44d6-b64b-729d855abcb1\">\u611f\u77e5<\/mark>\u8bed\u8a00\u5efa\u6a21<\/strong><\/p>\n<p>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2401.11053<\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n<section>\u6d41\u5f0f\u96f6\u6837\u672c\u8bed\u97f3\u8f6c\u6362\uff08streaming zero-shot voice conversion\uff09\u662f\u6307\u80fd\u591f\u5b9e\u65f6\u5c06\u8f93\u5165\u8bed\u97f3\u8f6c\u6362\u6210\u4efb\u610f\u8bf4\u8bdd\u4eba\u7684\u8bed\u97f3\uff0c\u4e14\u4ec5\u9700\u8981\u8be5\u8bf4\u8bdd\u4eba\u4e00\u53e5\u8bed\u97f3\u4f5c\u4e3a\u53c2\u8003\uff0c\u4e14\u65e0\u9700\u989d\u5916\u7684\u6a21\u578b\u66f4\u65b0\u3002\u73b0\u6709\u7684\u96f6\u6837\u672c\u8bed\u97f3\u8f6c\u6362\u65b9\u6cd5\u901a\u5e38\u662f\u4e3a\u79bb\u7ebf\u7cfb\u7edf\u8bbe\u8ba1\uff0c\u96be\u4ee5\u6ee1\u8db3\u5b9e\u65f6\u8bed\u97f3\u8f6c\u6362\u5e94\u7528\u5bf9\u4e8e\u6d41\u5f0f\u80fd\u529b\u7684\u9700\u6c42\u3002\u8fd1\u671f\u57fa\u4e8e<mark data-type=\"tech_tasks\" data-id=\"bf35ef94-d956-4033-a533-0c0828308c36\">\u8bed\u8a00\u6a21\u578b<\/mark>\uff08language model, LM\uff09\u7684\u65b9\u6cd5\u5728\u96f6\u6837\u672c\u8bed\u97f3\u751f\u6210\uff08\u5305\u62ec\u8f6c\u6362\uff09\u4e0a\u5c55\u73b0\u51fa\u5353\u8d8a\u7684\u6027\u80fd\uff0c\u4f46\u662f\u9700\u8981\u6574\u53e5\u5904\u7406\u800c\u5c40\u9650\u4e8e\u79bb\u7ebf\u573a\u666f\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-b0bcf5106d90c3e58b12833a75a197b0.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-b0bcf5106d90c3e58b12833a75a197b0.png\"><\/a><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0The overall architecture for StreamVoice<\/sup><\/section>\n<p>\u5728\u8be5\u5de5\u4f5c\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa StreamVoice\uff0c\u4e00\u4e2a\u65b0\u7684\u57fa\u4e8e\u6d41\u5f0f LM \u7684\u96f6\u6837\u672c\u8bed\u97f3\u8f6c\u6362\u6a21\u578b\uff0c\u5b9e\u73b0\u9488\u5bf9\u4efb\u610f\u8bf4\u8bdd\u4eba\u548c\u8f93\u5165\u8bed\u97f3\u7684\u5b9e\u65f6\u8f6c\u6362\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u4e3a\u4e86\u5b9e\u73b0\u6d41\u5f0f\u80fd\u529b\uff0cStreamVoice \u4f7f\u7528\u4e0a\u4e0b\u6587<mark data-type=\"concepts\" data-id=\"1ccbfcc7-1b56-44d6-b64b-729d855abcb1\">\u611f\u77e5<\/mark>\u7684\u5b8c\u5168\u56e0\u679c LM \u4ee5\u53ca\u65f6\u5e8f\u65e0\u5173\u7684\u58f0\u5b66\u9884\u6d4b\u5668\uff0c\u540c\u65f6\u81ea\u56de\u5f52\u8fc7\u7a0b\u4e2d\u4ea4\u66ff\u5904\u7406\u8bed\u4e49\u548c\u58f0\u5b66\u7279\u5f81\u6d88\u9664\u4e86\u5bf9\u5b8c\u6574\u6e90\u8bed\u97f3\u7684\u4f9d\u8d56\u3002<\/p>\n<p>\u4e3a\u4e86\u89e3\u51b3\u6d41\u5f0f\u573a\u666f\u4e0b\u4e0d\u5b8c\u6574\u4e0a\u4e0b\u6587\u6240\u5bfc\u81f4\u7684\u6027\u80fd\u4e0b\u964d\uff0c\u901a\u8fc7\u4e24\u79cd\u7b56\u7565\u6765\u589e\u5f3a LM \u5bf9\u4e8e\u672a\u6765\u548c\u5386\u53f2\u7684\u4e0a\u4e0b\u6587<mark data-type=\"concepts\" data-id=\"1ccbfcc7-1b56-44d6-b64b-729d855abcb1\">\u611f\u77e5<\/mark>\u80fd\u529b\uff1a1\uff09\u6559\u5e08\u5f15\u5bfc\u7684\u4e0a\u4e0b\u6587\u9884\u77e5\uff08teacher-guided context foresight\uff09\uff0c\u901a\u8fc7\u6559\u5e08\u6a21\u578b\u6765\u603b\u7ed3\u5f53\u4e0b\u548c\u672a\u6765\u51c6\u786e\u7684\u8bed\u4e49\u6765\u6307\u5bfc\u6a21\u578b\u5bf9\u7f3a\u5931\u4e0a\u4e0b\u6587\u7684\u9884\u6d4b\uff1b2\uff09\u8bed\u4e49\u63a9\u853d\u7b56\u7565\uff0c\u9f13\u52b1\u6a21\u578b\u4ece\u5148\u524d\u635f\u574f\u7684\u8bed\u4e49\u8f93\u5165\u5b9e\u73b0\u58f0\u5b66\u9884\u6d4b\uff0c\u589e\u5f3a\u5bf9\u4e8e\u5386\u53f2\u4e0a\u4e0b\u6587\u7684\u5b66\u4e60\u80fd\u529b\u3002\u5b9e\u9a8c\u8868\u660e\uff0cStreamVoice \u5177\u6709\u6d41\u5f0f\u8f6c\u6362\u80fd\u529b\uff0c\u540c\u65f6\u5b9e\u73b0\u4e86\u63a5\u8fd1\u975e\u6d41\u5f0f VC \u7cfb\u7edf\u7684\u96f6\u6837\u672c\u6027\u80fd\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-c44b4e2fb800f44ba4ec9d955c97ae2d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-c44b4e2fb800f44ba4ec9d955c97ae2d.png\"><\/a><\/section>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"68\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>\n<section><strong>G-DIG\uff1a\u81f4\u529b\u4e8e\u57fa\u4e8e\u68af\u5ea6\u7684<mark data-type=\"tech_tasks\" data-id=\"7237ee05-f07e-4fd9-a9ac-96e5bc1f50e9\">\u673a\u5668\u7ffb\u8bd1<\/mark>\u591a\u6837\u5316\u548c\u9ad8\u8d28\u91cf\u6307\u4ee4\u6570\u636e\u9009\u62e9<\/strong><\/section>\n<section>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2405.12915<\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n<section>\u5927\u578b<mark data-type=\"tech_tasks\" data-id=\"bf35ef94-d956-4033-a533-0c0828308c36\">\u8bed\u8a00\u6a21\u578b<\/mark>\uff08LLMs\uff09\u5728\u4e00\u822c\u573a\u666f\u4e2d\u5c55\u73b0\u51fa\u4e86\u975e\u51e1\u7684\u80fd\u529b\u3002\u6307\u4ee4\u5fae\u8c03\u4f7f\u5b83\u4eec\u80fd\u591f\u5728\u5404\u79cd\u4efb\u52a1\u4e2d\u4e0e\u4eba\u7c7b\u4fdd\u6301\u4e00\u81f4\u3002\u7136\u800c\uff0c\u6307\u4ee4\u6570\u636e\u7684\u591a\u6837\u6027\u548c\u8d28\u91cf\u4ecd\u7136\u662f\u6307\u4ee4\u5fae\u8c03\u7684\u4e24\u4e2a\u4e3b\u8981\u6311\u6218\u3002\u5bf9\u6b64\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u9896\u7684\u57fa\u4e8e\u68af\u5ea6\u7684\u65b9\u6cd5\uff0c\u4e3a<mark data-type=\"tech_tasks\" data-id=\"7237ee05-f07e-4fd9-a9ac-96e5bc1f50e9\">\u673a\u5668\u7ffb\u8bd1<\/mark>\u81ea\u52a8\u9009\u62e9\u9ad8\u8d28\u91cf\u548c\u591a\u6837\u5316\u7684\u6307\u4ee4\u5fae\u8c03\u6570\u636e\u3002\u6211\u4eec\u7684\u5173\u952e\u521b\u65b0\u5728\u4e8e\u5206\u6790\u5355\u4e2a\u8bad\u7ec3\u793a\u4f8b\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u5982\u4f55\u5f71\u54cd\u6a21\u578b\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-7cc26e42703735bf13f9c69254998afe.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-7cc26e42703735bf13f9c69254998afe.png\"><\/a><\/p>\n<p><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0Overview of G-DIG<\/sup><\/p>\n<p>\u5177\u4f53\u6765\u8bf4\uff0c\u6211\u4eec\u501f\u52a9\u5f71\u54cd\u51fd\u6570\u548c\u4e00\u4e2a\u5c0f\u578b\u9ad8\u8d28\u91cf\u79cd\u5b50\u6570\u636e\u96c6\uff0c\u9009\u62e9\u5bf9\u6a21\u578b\u4ea7\u751f\u6709\u76ca\u5f71\u54cd\u7684\u8bad\u7ec3\u793a\u4f8b\u4f5c\u4e3a\u9ad8\u8d28\u91cf\u793a\u4f8b\u3002\u6b64\u5916\uff0c\u4e3a\u4e86\u589e\u5f3a\u8bad\u7ec3\u6570\u636e\u7684\u591a\u6837\u6027\uff0c\u6211\u4eec\u901a\u8fc7\u5bf9\u5b83\u4eec\u7684\u68af\u5ea6\u8fdb\u884c<mark data-type=\"concepts\" data-id=\"de069734-8912-43fb-b365-3b014165bc4d\">\u805a\u7c7b<\/mark>\u548c\u91cd\u65b0\u91c7\u6837\uff0c\u6700\u5927\u7a0b\u5ea6\u5730\u589e\u52a0\u5b83\u4eec\u5bf9\u6a21\u578b\u5f71\u54cd\u7684\u591a\u6837\u6027\u3002\u5728 WMT22 \u548c FLORES \u7ffb\u8bd1\u4efb\u52a1\u4e0a\u7684\u5927\u91cf\u5b9e\u9a8c\u8bc1\u660e\u4e86\u6211\u4eec\u65b9\u6cd5\u7684\u4f18\u8d8a\u6027\uff0c\u6df1\u5165\u7684\u5206\u6790\u8fdb\u4e00\u6b65\u9a8c\u8bc1\u4e86\u5176\u6709\u6548\u6027\u548c\u901a\u7528\u6027\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-ea7fb237cffc8949e142c8aeec124074.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-ea7fb237cffc8949e142c8aeec124074.png\"><\/a><\/p>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"69\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>\n<section><strong>GroundingGPT\uff1a\u8bed\u8a00\u589e\u5f3a\u7684<\/strong><strong>\u591a\u6a21\u6001<\/strong><strong>\u00a0Grounding \u6a21\u578b<\/strong><\/section>\n<section>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2401.06071<\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n<p>\u591a\u6a21\u6001\u5927<mark data-type=\"tech_tasks\" data-id=\"bf35ef94-d956-4033-a533-0c0828308c36\">\u8bed\u8a00\u6a21\u578b<\/mark>\u5728\u4e0d\u540c\u6a21\u6001\u7684\u5404\u79cd\u4efb\u52a1\u4e2d\u90fd\u5c55\u793a\u51fa\u4e86\u51fa\u8272\u7684\u6027\u80fd\u3002\u7136\u800c\u6b64\u524d\u7684\u6a21\u578b\u4e3b\u8981\u5f3a\u8c03\u6355\u83b7\u591a\u6a21\u6001\u8f93\u5165\u7684\u5168\u5c40\u4fe1\u606f\uff0c\u56e0\u6b64\u8fd9\u4e9b\u6a21\u578b\u7f3a\u4e4f\u6709\u6548\u7406\u89e3\u8f93\u5165\u6570\u636e\u4e2d\u7ec6\u8282\u7684\u80fd\u529b\uff0c\u5728\u9700\u8981\u5bf9\u8f93\u5165\u7ec6\u81f4\u7406\u89e3\u7684\u4efb\u52a1\u4e2d\u8868\u73b0\u4e0d\u4f73\uff0c\u540c\u65f6\u8fd9\u4e9b\u6a21\u578b\u5927\u591a\u5b58\u5728\u4e25\u91cd\u7684\u5e7b\u89c9\u95ee\u9898\uff0c\u9650\u5236\u4e86\u5176\u5e7f\u6cdb\u4f7f\u7528\u3002<\/p>\n<p>\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e00\u95ee\u9898\uff0c\u589e\u5f3a\u591a\u6a21\u6001\u5927\u6a21\u578b\u5728\u66f4\u5e7f\u6cdb\u4efb\u52a1\u4e2d\u7684\u901a\u7528\u6027\uff0c\u6211\u4eec\u63d0\u51fa\u4e86 GroundingGPT\uff0c\u4e00\u79cd\u80fd\u591f\u5b9e\u73b0\u5bf9\u56fe\u7247\u3001\u89c6\u9891\u3001\u97f3\u9891\u4e0d\u540c\u7c92\u5ea6\u7406\u89e3\u7684\u591a\u6a21\u6001\u6a21\u578b\u3002\u6211\u4eec\u63d0\u51fa\u7684\u6a21\u578b\u9664\u4e86\u6355\u83b7\u5168\u5c40\u4fe1\u606f\u5916\uff0c\u8fd8\u64c5\u957f\u5904\u7406\u9700\u8981\u66f4\u7cbe\u7ec6\u7406\u89e3\u7684\u4efb\u52a1\uff0c\u4f8b\u5982\u6a21\u578b\u80fd\u591f\u7cbe\u786e\u5b9a\u4f4d\u56fe\u50cf\u4e2d\u7684\u7279\u5b9a\u533a\u57df\u6216\u89c6\u9891\u4e2d\u7684\u7279\u5b9a\u65f6\u523b\u3002\u4e3a\u4e86\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\uff0c\u6211\u4eec\u8bbe\u8ba1\u4e86\u591a\u6837\u5316\u7684\u6570\u636e\u96c6\u6784\u5efa\u6d41\u7a0b\uff0c\u4ece\u800c\u6784\u9020\u4e86\u4e00\u4e2a\u591a\u6a21\u6001\u3001\u591a\u7c92\u5ea6\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u3002\u5728\u591a\u4e2a\u516c\u5f00 benchmark \u4e0a\u7684\u5b9e\u9a8c\u8bc1\u660e\u4e86\u6211\u4eec\u6a21\u578b\u7684\u901a\u7528\u6027\u548c\u6709\u6548\u6027\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-3c204c780c7546ec9e45ddf46728574a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-3c204c780c7546ec9e45ddf46728574a.png\"><\/a><\/p>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"51\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>\n<section><strong>ReFT\uff1a\u57fa\u4e8e\u5f3a\u5316\u5fae\u8c03\u7684\u63a8\u7406<\/strong><\/section>\n<section>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2401.08967<\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n<p>\u4e00\u79cd\u5e38\u89c1\u7684\u589e\u5f3a\u5927\u578b<mark data-type=\"tech_tasks\" data-id=\"bf35ef94-d956-4033-a533-0c0828308c36\">\u8bed\u8a00\u6a21\u578b<\/mark>\uff08LLMs\uff09\u63a8\u7406\u80fd\u529b\u7684\u65b9\u6cd5\u662f\u4f7f\u7528\u601d\u7ef4\u94fe\uff08CoT\uff09\u6807\u6ce8\u6570\u636e\u8fdb\u884c\u6709\u76d1\u7763\u5fae\u8c03\uff08SFT\uff09\u3002\u7136\u800c\uff0c\u8fd9\u79cd\u65b9\u6cd5\u5e76\u6ca1\u6709\u8868\u73b0\u51fa\u8db3\u591f\u5f3a\u7684\u6cdb\u5316\u80fd\u529b\uff0c\u56e0\u4e3a\u8bad\u7ec3\u4ec5\u4f9d\u8d56\u4e8e\u7ed9\u5b9a\u7684 CoT \u6570\u636e\u3002\u5177\u4f53\u5730\uff0c\u5728\u6570\u5b66\u95ee\u9898\u7684\u76f8\u5173\u6570\u636e\u96c6\u4e2d\uff0c\u8bad\u7ec3\u6570\u636e\u4e2d\u6bcf\u4e2a\u95ee\u9898\u901a\u5e38\u53ea\u6709\u4e00\u6761\u6807\u6ce8\u7684\u63a8\u7406\u8def\u5f84\u3002\u5bf9\u4e8e\u7b97\u6cd5\u6765\u8bf4\uff0c\u5982\u679c\u80fd\u9488\u5bf9\u4e00\u4e2a\u95ee\u9898\u5b66\u4e60\u5230\u591a\u79cd\u6807\u6ce8\u7684\u63a8\u7406\u8def\u5f84\uff0c\u4f1a\u6709\u66f4\u5f3a\u7684\u6cdb\u5316\u80fd\u529b\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-eed9aeaa0cae34a50f65ed96c1258ebd.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-eed9aeaa0cae34a50f65ed96c1258ebd.png\"><\/a>Comparison between SFT and ReFT on the presence of CoT alternatives<\/p>\n<section>\u4e3a\u89e3\u51b3\u8fd9\u4e2a\u6311\u6218\uff0c\u4ee5\u6570\u5b66\u95ee\u9898\u4e3a\u4f8b\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u7b80\u5355\u800c\u6709\u6548\u7684\u65b9\u6cd5\uff0c\u79f0\u4e3a\u5f3a\u5316\u5fae\u8c03\uff08Reinforced Fine-Tuning\uff0cReFT\uff09\uff0c\u4ee5\u589e\u5f3a LLMs \u63a8\u7406\u65f6\u7684\u6cdb\u5316\u80fd\u529b\u3002ReFT \u9996\u5148\u4f7f\u7528 SFT \u5bf9\u6a21\u578b\u8fdb\u884c\u9884\u70ed\uff0c\u7136\u540e\u91c7\u7528\u5728\u7ebf<mark data-type=\"tech_methods\" data-id=\"ee1a8f69-3170-4ddf-b2b6-47d91c844425\">\u5f3a\u5316\u5b66\u4e60<\/mark>\uff08\u5728\u8be5\u5de5\u4f5c\u4e2d\u5177\u4f53\u662f PPO \u7b97\u6cd5\uff09\u8fdb\u884c\u4f18\u5316\uff0c\u5373\u5bf9\u7ed9\u5b9a\u7684\u95ee\u9898\u81ea\u52a8\u91c7\u6837\u5927\u91cf\u7684\u63a8\u7406\u8def\u5f84\uff0c\u6839\u636e\u771f\u5b9e\u7b54\u6848\u83b7\u53d6\u5956\u52b1\uff0c\u4ee5\u8fdb\u4e00\u6b65\u5fae\u8c03\u6a21\u578b\u3002<\/section>\n<section><\/section>\n<section>\u5728 GSM8K\u3001MathQA \u548c SVAMP \u6570\u636e\u96c6\u4e0a\u7684\u5927\u91cf\u5b9e\u9a8c\u8868\u660e\uff0cReFT \u663e\u8457\u4f18\u4e8e SFT\uff0c\u5e76\u4e14\u901a\u8fc7\u7ed3\u5408\u591a\u6570\u6295\u7968\u548c\u91cd\u65b0\u6392\u5e8f\u7b49\u7b56\u7565\uff0c\u53ef\u4ee5\u8fdb\u4e00\u6b65\u63d0\u5347\u6a21\u578b\u6027\u80fd\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u8fd9\u91cc ReFT \u4ec5\u4f9d\u8d56\u4e0e SFT \u76f8\u540c\u7684\u8bad\u7ec3\u95ee\u9898\uff0c\u800c\u4e0d\u4f9d\u8d56\u4e8e\u989d\u5916\u6216\u589e\u5f3a\u7684\u8bad\u7ec3\u95ee\u9898\u3002\u8fd9\u8868\u660e ReFT \u5177\u6709\u4f18\u8d8a\u7684\u6cdb\u5316\u80fd\u529b\u3002<\/section>\n<h4><span class=\"ez-toc-section\" id=\"_%E6%9C%9F%E5%BE%85%E4%BD%A0%E7%9A%84%E4%BA%92%E5%8A%A8%E6%8F%90%E9%97%AE\"><\/span><strong>\u00a0\u671f\u5f85\u4f60\u7684\u4e92\u52a8\u63d0\u95ee\u00a0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<section><strong>\u76f4\u64ad\u65f6\u95f4\uff1a<\/strong>2024 \u5e74 8 \u6708 20 \u65e5\uff08\u5468\u4e8c\uff09 19:00-21:00<\/section>\n<section><strong>\u76f4\u64ad\u5e73\u53f0\uff1a<\/strong>\u5fae\u4fe1\u89c6\u9891\u53f7\u3010\u8c46\u5305\u5927\u6a21\u578b\u56e2\u961f\u3011\u3001\u5c0f\u7ea2\u4e66\u53f7\u3010\u8c46\u5305\u7814\u7a76\u5458\u3011<\/section>\n<section><\/section>\n<section>\u6b22\u8fce\u4f60\u586b\u5199\u95ee\u5377\u544a\u8bc9\u6211\u4eec\uff0c\u5173\u4e8e ACL 2024 \u8bba\u6587\u4f60\u611f\u5174\u8da3\u7684\u95ee\u9898\uff0c\u5728\u7ebf\u548c\u591a\u4f4d\u7814\u7a76\u5458\u7545\u804a\uff01<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-a855db072a1b9a1930abddb6f5e39f79.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-a855db072a1b9a1930abddb6f5e39f79.png\"><\/a><\/section>\n<section><a href=\"https:\/\/jobs.toutiao.com\/campus\/position?keywords=&amp;category=&amp;location=&amp;project=7369308514965489958&amp;type=&amp;job_hot_flag=&amp;current=1&amp;limit=10&amp;functionCategory=&amp;tag=&amp;spread=JXECMSY\"><strong><span data-eleid=\"63145690\">\u8c46\u5305\u5927\u6a21\u578b\u56e2\u961f\u6301\u7eed\u70ed\u62db\u4e2d\uff0c\u6b22\u8fce\u70b9\u51fb\u6b64\u94fe\u63a5\uff0c\u4e86\u89e3\u56e2\u961f\u62db\u8058\u76f8\u5173\u4fe1\u606f\u3002<\/span><\/strong><\/a><\/section>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-08-15-5\" target=\"_blank\">1\u7bc7Outstanding\u30015\u7bc7Oral\uff01\u5b57\u8282\u8df3\u52a8\u4eca\u5e74ACL\u8fd9\u4e48\u731b\uff1f \u6765\u76f4\u64ad\u95f4\u804a\u804a\uff01<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:1\u7bc7Outstandi [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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