{"id":88549,"date":"2025-07-19T16:55:14","date_gmt":"2025-07-19T08:55:14","guid":{"rendered":"http:\/\/cips-cl.org\/?p=88549"},"modified":"2025-07-19T16:55:17","modified_gmt":"2025-07-19T08:55:17","slug":"ccl-2025%e5%a4%9a%e6%a8%a1%e6%80%81%e5%a4%a7%e6%a8%a1%e5%9e%8b%e5%9f%ba%e7%a1%80%e7%90%86%e8%ae%ba%e4%b8%8e%e5%ba%94%e7%94%a8%e4%b8%93%e9%a2%98%e8%ae%ba%e5%9d%9b%e5%90%8d%e5%8d%95%e5%85%ac%e5%b8%83","status":"publish","type":"post","link":"http:\/\/cips-cl.org\/?p=88549","title":{"rendered":"CCL 2025\u591a\u6a21\u6001\u5927\u6a21\u578b\u57fa\u7840\u7406\u8bba\u4e0e\u5e94\u7528\u4e13\u9898\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01"},"content":{"rendered":"\n<figure class=\"wp-block-gallery aligncenter has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.xiumi.us\/xmi\/ua\/5jAZz\/i\/e648728b8c179fa9fff64e1e03c7de6b-sz_495686.jpg\" title=\"CCL 2025\u591a\u6a21\u6001\u5927\u6a21\u578b\u57fa\u7840\u7406\u8bba\u4e0e\u5e94\u7528\u4e13\u9898\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe\" alt=\"CCL 2025\u591a\u6a21\u6001\u5927\u6a21\u578b\u57fa\u7840\u7406\u8bba\u4e0e\u5e94\u7528\u4e13\u9898\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe\" \/><\/figure>\n<\/figure>\n\n\n\n<p>\u201c\u7b2c\u4e8c\u5341\u56db\u5c4a\u4e2d\u56fd\u8ba1\u7b97\u8bed\u8a00\u5b66\u5927\u4f1a\u201d (The 24th China National Conference on Computational Linguistics\uff0cCCL 2025)&nbsp;\u5c06\u4e8e2025\u5e748\u670811\u65e5\u81f314\u65e5\u5728\u5c71\u4e1c\u7701\u6d4e\u5357\u5e02\u4e3e\u884c\u3002\u4f1a\u8bae\u4e3b\u529e\u5355\u4f4d\u4e3a\u4e2d\u56fd\u4e2d\u6587\u4fe1\u606f\u5b66\u4f1a\uff0c\u627f\u529e\u5355\u4f4d\u4e3a\u9f50\u9c81\u5de5\u4e1a\u5927\u5b66\uff08\u5c71\u4e1c\u7701\u79d1\u5b66\u9662\uff09\u3002<\/p>\n\n\n\n<p>\u4e2d\u56fd\u8ba1\u7b97\u8bed\u8a00\u5b66\u5927\u4f1a\u521b\u529e\u4e8e1991\u5e74\uff0c\u7531\u4e2d\u56fd\u4e2d\u6587\u4fe1\u606f\u5b66\u4f1a\u8ba1\u7b97\u8bed\u8a00\u5b66\u4e13\u4e1a\u59d4\u5458\u4f1a\u4e3b\u529e\u3002\u7ecf\u8fc730\u4f59\u5e74\u7684\u53d1\u5c55\uff0c\u4e2d\u56fd\u8ba1\u7b97\u8bed\u8a00\u5b66\u5927\u4f1a\u5df2\u6210\u4e3a\u56fd\u5185\u81ea\u7136\u8bed\u8a00\u5904\u7406\u9886\u57df\u6743\u5a01\u6027\u6700\u9ad8\u3001\u89c4\u6a21\u548c\u5f71\u54cd\u6700\u5927\u7684\u5b66\u672f\u4f1a\u8bae\u3002\u4f5c\u4e3a\u4e2d\u56fd\u4e2d\u6587\u4fe1\u606f\u5b66\u4f1a\u7684\u65d7\u8230\u4f1a\u8bae\uff0cCCL\u805a\u7126\u4e8e\u4e2d\u56fd\u5883\u5185\u5404\u7c7b\u8bed\u8a00\u7684\u667a\u80fd\u8ba1\u7b97\u548c\u4fe1\u606f\u5904\u7406\uff0c\u4e3a\u7814\u8ba8\u548c\u4f20\u64ad\u8ba1\u7b97\u8bed\u8a00\u5b66\u6700\u65b0\u5b66\u672f\u548c\u6280\u672f\u6210\u679c\u63d0\u4f9b\u4e86\u6700\u5e7f\u6cdb\u7684\u9ad8\u5c42\u6b21\u4ea4\u6d41\u5e73\u53f0\u3002<\/p>\n\n\n\n<p>\u672c\u6b21\u4f1a\u8bae\u7531\u591a\u6a21\u6001\u5927\u6a21\u578b\u57fa\u7840\u7406\u8bba\u4e0e\u5e94\u7528\u3001\u5927\u6a21\u578b\u63a8\u7406\u4e0e\u5f3a\u5316\u5b66\u4e60\u3001\u901a\u7528\u7fa4\u4f53\u667a\u80fd\u548c\u9752\u5e74\u4eba\u624d\u8bba\u575b\u56db\u4e2a\u4e13\u9898\u8bba\u575b\u7ec4\u6210\u3002\u5176\u4e2d\u591a\u6a21\u6001\u5927\u6a21\u578b\u57fa\u7840\u7406\u8bba\u4e0e\u5e94\u7528\u4e13\u9898\u8bba\u575b\u5c06\u7531\u4e2d\u56fd\u79d1\u5b66\u9662\u8ba1\u7b97\u673a\u7f51\u7edc\u4fe1\u606f\u4e2d\u5fc3\u79e6\u5ddd\u526f\u7814\u7a76\u5458\u4e3b\u6301\uff0c\u7531\u5357\u4eac\u5927\u5b66\u5085\u671d\u53cb\u7814\u7a76\u5458\u3001\u9999\u6e2f\u79d1\u6280\u5927\u5b66\uff08\u5e7f\u5dde\uff09\u80e1\u65ed\u660e\u526f\u7814\u7a76\u5458\u3001\u5c0f\u7ea2\u4e66\u66f9\u7ecd\u5347\u5de5\u7a0b\u5e08\u3001\u4e2d\u56fd\u79d1\u5b66\u9662\u81ea\u52a8\u5316\u7814\u7a76\u6240\u675c\u957f\u5fb7\u526f\u7814\u7a76\u5458\u8fdb\u884c\u4e13\u9898\u62a5\u544a\u3002<\/p>\n\n\n<div 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class=\"has-text-align-center\"><strong>\u957f\u6309\u8bc6\u522b\u4e8c\u7ef4\u7801\u6ce8\u518c\u4f1a\u8bae<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u591a\u6a21\u6001\u5927\u6a21\u578b\u57fa\u7840\u7406\u8bba\u4e0e\u5e94\u7528\u4e13\u9898\u8bba\u575b\u4e3b\u6301\u4eba<\/strong><\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"731\" height=\"914\" src=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-75.png\"  class=\"wp-image-88551\" style=\"width:355px;height:auto\" srcset=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-75.png 731w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-75-240x300.png 240w\" sizes=\"auto, (max-width: 731px) 100vw, 731px\" title=\"CCL 2025\u591a\u6a21\u6001\u5927\u6a21\u578b\u57fa\u7840\u7406\u8bba\u4e0e\u5e94\u7528\u4e13\u9898\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe2\" alt=\"CCL 2025\u591a\u6a21\u6001\u5927\u6a21\u578b\u57fa\u7840\u7406\u8bba\u4e0e\u5e94\u7528\u4e13\u9898\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe2\" \/><\/figure>\n<\/div>\n\n\n<p 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TKDE\u3001KDD\u3001SIGIR\u3001ICDE\u3001WWW\u3001NeurIPS\u3001AAAI\u3001IJCAI\u7b49\u56fd\u9645\u91cd\u8981\u671f\u520a\u548c\u4f1a\u8bae\u4e0a\u53d1\u8868\u8bba\u658750\u4f59\u7bc7\uff0c\u6d77\u5185\u5916\u6388\u6743\u3001\u516c\u5f00\u4e13\u522940\u4f59\u9879\u3002\u66fe\u83b7\u5f97\u4e2d\u79d1\u9662\u9662\u957f\u4f18\u79c0\u5956\u3001KDD&#8217;2018\u6700\u4f73\u5b66\u751f\u8bba\u6587\u5956\u3001\u300a\u4e2d\u56fd\u79d1\u5b66\u00b7\u4fe1\u606f\u79d1\u5b66\u300b\u70ed\u70b9\u8bba\u6587\u5956\u7b49\u8bf8\u591a\u8363\u8a89\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u5085\u671d\u53cb\uff1a<\/strong><strong>\u591a\u6a21\u6001\u5927\u8bed\u8a00\u6a21\u578b\u7814\u7a76\u4e0e\u5c55\u671b&nbsp;<\/strong><\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"340\" height=\"400\" src=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-76.png\"  class=\"wp-image-88552\" srcset=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-76.png 340w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-76-255x300.png 255w\" sizes=\"auto, (max-width: 340px) 100vw, 340px\" title=\"CCL 2025\u591a\u6a21\u6001\u5927\u6a21\u578b\u57fa\u7840\u7406\u8bba\u4e0e\u5e94\u7528\u4e13\u9898\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe3\" alt=\"CCL 2025\u591a\u6a21\u6001\u5927\u6a21\u578b\u57fa\u7840\u7406\u8bba\u4e0e\u5e94\u7528\u4e13\u9898\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe3\" \/><\/figure>\n<\/div>\n\n\n<p 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class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"814\" height=\"1024\" src=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-77-814x1024.png\"  class=\"wp-image-88553\" style=\"width:358px;height:auto\" srcset=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-77-814x1024.png 814w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-77-238x300.png 238w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-77-768x966.png 768w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-77.png 860w\" sizes=\"auto, (max-width: 814px) 100vw, 814px\" title=\"CCL 2025\u591a\u6a21\u6001\u5927\u6a21\u578b\u57fa\u7840\u7406\u8bba\u4e0e\u5e94\u7528\u4e13\u9898\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe4\" alt=\"CCL 2025\u591a\u6a21\u6001\u5927\u6a21\u578b\u57fa\u7840\u7406\u8bba\u4e0e\u5e94\u7528\u4e13\u9898\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe4\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center\"><strong>\u80e1\u65ed\u660e\uff0c\u9999\u6e2f\u79d1\u6280\u5927\u5b66\uff08\u5e7f\u5dde\uff09<\/strong><\/p>\n\n\n\n<p><strong>\u62a5\u544a\u6458\u8981\uff1a<\/strong><\/p>\n\n\n\n<p>\u672c\u62a5\u544a\u5c06\u6df1\u5165\u5206\u6790\u5927\u8bed\u8a00\u6a21\u578b\u751f\u6210\u5e7b\u89c9\u73b0\u8c61\u7684\u6210\u56e0\uff0c\u5e76\u8bc4\u4f30\u8fd9\u4e9b\u73b0\u8c61\u5bf9\u6a21\u578b\u53ef\u9760\u6027\u7684\u5f71\u54cd\u3002\u62a5\u544a\u5c06\u4ecb\u7ecd\u4e0d\u786e\u5b9a\u6027\u611f\u77e5\u7684\u6a21\u578b\u5bf9\u9f50\uff08U2Align\uff09\u548c\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u7684\u65b9\u6cd5\uff0c\u8fd9\u4e9b\u65b9\u6cd5\u65e8\u5728\u63d0\u5347\u6a21\u578b\u8f93\u51fa\u7684\u51c6\u786e\u6027\u548c\u53ef\u4fe1\u5ea6\u3002\u6b64\u5916\uff0c\u62a5\u544a\u8fd8\u5c06\u63a2\u8ba8\u9488\u5bf9\u5916\u90e8\u653b\u51fb\u7684\u6c34\u5370\u9632\u5fa1\u6280\u672f\uff0c\u5305\u62ec\u9c81\u68d2\u7684\u8bed\u4e49\u6c34\u5370\u548c\u516c\u5f00\u53ef\u9a8c\u8bc1\u7684\u6c34\u5370\uff0c\u4ee5\u589e\u5f3a\u6a21\u578b\u5728\u9762\u5bf9\u6076\u610f\u653b\u51fb\u65f6\u7684\u9632\u5fa1\u80fd\u529b\u3002\u901a\u8fc7\u5bf9\u8fd9\u4e9b\u9632\u5fa1\u65b9\u6cd5\u7684\u4ecb\u7ecd\u548c\u5206\u6790\uff0c\u672c\u62a5\u544a\u5c06\u4e3a\u5927\u8bed\u8a00\u6a21\u578b\u7684\u53ef\u9760\u6027\u548c\u5b89\u5168\u6027\u63d0\u4f9b\u65b0\u7684\u89c1\u89e3\u3002<\/p>\n\n\n\n<p><strong>\u4e2a\u4eba\u4ecb\u7ecd\uff1a<\/strong><\/p>\n\n\n\n<p>\u80e1\u65ed\u660e\uff0c\u9999\u6e2f\u79d1\u6280\u5927\u5b66\uff08\u5e7f\u5dde\uff09\u4eba\u5de5\u667a\u80fd\u5b66\u57df\u526f\u7814\u7a76\u5458\u3001\u52a9\u7406\u6559\u6388\u3001\u535a\u58eb\u751f\u5bfc\u5e08\u3002\u535a\u58eb\u4e8e\u6e05\u534e\u5927\u5b66\u83b7\u5f97\u535a\u58eb\u5b66\u4f4d\uff0c\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u4e3a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u5927\u6a21\u578b\u53ca\u76f8\u5173\u9886\u57df\u5e94\u7528\uff0c\u81f4\u529b\u4e8e\u63a2\u7d22\u53ef\u4fe1\u5927\u6a21\u578b\uff0c\u5e76\u4e14\u6574\u5408\u591a\u6a21\u6001\u6570\u636e\u5230\u5927\u6a21\u578b\u4ee5\u83b7\u5f97\u66f4\u5168\u9762\u7684\u901a\u7528\u4eba\u5de5\u667a\u80fd\u3002\u4e3b\u6301\u4e86\u5e7f\u4e1c\u7701\u9752\u5e74\u4eba\u624d\u9879\u76ee\uff0c\u5e7f\u5dde\u5e02\u9ad8\u5c42\u6b21\u4eba\u624d\u9879\u76ee\u4ee5\u53ca\u4e00\u7cfb\u5217\u4f01\u4e1a\u6a2a\u5411\u9879\u76ee\uff1b\u53c2\u4e0e\u4e86\u56fd\u5bb6\u81ea\u7136\u79d1\u5b66\u57fa\u91d1\u59d4\u91cd\u5927\u9879\u76ee\u548c\u91cd\u70b9\u9879\u76ee\uff0c\u56fd\u5bb6\u79d1\u6280\u90e8\u91cd\u70b9\u7814\u53d1\u8ba1\u5212\u9879\u76ee\uff0c\u76f8\u5173\u7814\u7a76\u6210\u679c\u843d\u5730\u963f\u91cc\u5df4\u5df4\u548cAWS Glue\u7684\u5305\u62ec\u667a\u80fd\u95ee\u7b54\u3001\u667a\u80fd\u641c\u7d22\u7b49\u591a\u4e2a\u5e94\u7528\u573a\u666f\u3002\u8fd1\u4e94\u5e74\uff0c\u80e1\u65ed\u660e\u535a\u58eb\u5728ICLR\u3001ACL\u3001EMNLP\u3001NAACL\u3001TKDE\u3001SIGIR\u7b49\u5927\u6a21\u578b\u9886\u57df\u56fd\u9645\u9876\u7ea7\u671f\u520a\u548c\u4f1a\u8bae\u4e0a\u53d1\u8868\u4e8610\u4f59\u7bc7\u7b2c\u4e00\u4f5c\u8005\u6587\u7ae0\uff0c\u88ab\u5f152000\u4f59\u6b21\u3002\u62c5\u4efbACL\u3001EMNLP\u3001NAACL\u3001EACL\u7b49\u9876\u7ea7\u56fd\u9645\u4f1a\u8bae\u7684\u9886\u57df\u4e3b\u5e2d\u4ee5\u53caACL Rolling Review\u7684\u6267\u884c\u7f16\u8f91\uff0c\u5e76\u4e14\u7ec4\u7ec7\u4e862023\u5e74\u56fd\u9645\u5927\u6570\u636e\u7ade\u8d5b\u30012022\u5e74\u91cd\u5e86\u5e02\u4eba\u5de5\u667a\u80fd\u7ade\u8d5b\uff0c\u5438\u5f15\u4e86\u5168\u7403\u8d85\u8fc73000\u591a\u652f\u961f\u4f0d\u53c2\u8d5b\u3002\u80e1\u65ed\u660e\u535a\u58eb\u66fe\u83b7\u5f97\u7684\u90e8\u5206\u8363\u8a89\u5305\u62ecKDD Cup\u5168\u8d5b\u9053\u5168\u7403\u5b63\u519b\uff0c\u4e2d\u56fd\u4e2d\u6587\u4fe1\u606f\u5b66\u4f1a\u535a\u58eb\u5b66\u4f4d\u8bba\u6587\u6fc0\u52b1\u8ba1\u5212\uff0c\u5317\u4eac\u5e02\u4f18\u79c0\u6bd5\u4e1a\u751f\u3001\u6e05\u534e\u5927\u5b66\u4f18\u79c0\u6bd5\u4e1a\u751f\u3001\u6e05\u534e\u5927\u5b66\u4f18\u79c0\u535a\u58eb\u5b66\u4f4d\u8bba\u6587\u7b49\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u66f9\u7ecd\u5347\uff1a<\/strong><strong>\u591a\u6a21\u6001\u5927\u6a21\u578b\u6280\u672f\u521b\u65b0\u4e0e\u843d\u5730\u5e94\u7528<\/strong><\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"732\" height=\"976\" src=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-78.png\"  class=\"wp-image-88554\" style=\"width:332px;height:auto\" srcset=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-78.png 732w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-78-225x300.png 225w\" sizes=\"auto, (max-width: 732px) 100vw, 732px\" title=\"CCL 2025\u591a\u6a21\u6001\u5927\u6a21\u578b\u57fa\u7840\u7406\u8bba\u4e0e\u5e94\u7528\u4e13\u9898\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe5\" alt=\"CCL 2025\u591a\u6a21\u6001\u5927\u6a21\u578b\u57fa\u7840\u7406\u8bba\u4e0e\u5e94\u7528\u4e13\u9898\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe5\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center\"><strong>\u66f9\u7ecd\u5347\uff0c\u5c0f\u7ea2\u4e66<\/strong><\/p>\n\n\n\n<p><strong>\u62a5\u544a\u6458\u8981\uff1a<\/strong><\/p>\n\n\n\n<p>\u5927\u6a21\u578b\u6280\u672f\u65e5\u65b0\u6708\u5f02\uff0c\u6211\u5c06\u56f4\u7ed5\u89e3\u51b3\u5de5\u4e1a\u754c\u5b9e\u9645\u95ee\u9898\uff0c\u8be6\u7ec6\u4ecb\u7ecd\u56e2\u961f\u8fd1\u671f\u7684\u6280\u672f\u521b\u65b0\u548c\u843d\u5730\u5b9e\u8df5\u6210\u679c\u3002\u9996\u5148\uff0c\u5206\u4eab\u60c5\u611f\u966a\u804a\u7684\u6280\u672f\u521b\u65b0\u548c\u4ea7\u54c1\u843d\u5730\u7ecf\u9a8c\uff0c\u5305\u62ecAgent\u9a71\u52a8\u4e16\u754c\u65e5\u5fd7\u7684\u4e3b\u52a8\u8bb0\u5fc6\u5bf9\u8bdd\u65b9\u6cd5iPET\uff0c\u4ee5\u53ca\u9762\u5411\u4e2a\u6027\u5316ai\u641c\u7d22\u751f\u6210\u5bf9\u8bddPaRT\u6846\u67b6\uff1b\u63a5\u7740\uff0c\u5c55\u793a\u5c0f\u7ea2\u4e66\u7ffb\u8bd1\u5927\u6a21\u578b\u7684\u6280\u672f\u7ec6\u8282\uff0c\u5305\u62ec\u5229\u7528\u5f3a\u5316\u5b66\u4e60\u601d\u8003\u63a8\u7406\u5feb\u901f\u5524\u9192\u5927\u6a21\u578b\u7ffb\u8bd1\u80fd\u529bMT-R1-Zero\uff0c\u793e\u4ea4\u751f\u6d3b\u5316\u98ce\u683c\u7ffb\u8bd1\u5927\u6a21\u578bRedTrans\uff0c\u4ee5\u53ca\u57fa\u4e8e\u591a\u6a21\u6001\u3001\u591a\u4efb\u52a1\u63a8\u7406\u7684\u56fe\u7247\u6587\u5b57\u7ffb\u8bd1\u6a21\u578bMT3\uff1b\u6700\u540e\uff0c\u4ecb\u7ecd\u793e\u4ea4\u751f\u6d3b\u5316\u9886\u57df\u5927\u6a21\u578b\u7684\u5b9e\u9645\u4efb\u52a1SNS-Bench\u3001\u591a\u6a21\u6001\u63a8\u7406\u5927\u6a21\u578bVision-R1\u548c\u9886\u57df\u5927\u8bed\u8a00\u6a21\u578bRedOne\u3002 &nbsp;&nbsp;<\/p>\n\n\n\n<p><strong>\u4e2a\u4eba\u4ecb\u7ecd\uff1a<\/strong><\/p>\n\n\n\n<p>\u66f9\u7ecd\u5347\uff0c\u6b63\u9ad8\u7ea7\u5de5\u7a0b\u5e08\uff0c\u5c0f\u7ea2\u4e66NLP\u7b97\u6cd5\u8d1f\u8d23\u4eba\uff0c\u8d1f\u8d23\u5927\u8bed\u8a00\u6a21\u578b\u3001\u591a\u6a21\u6001\u5927\u6a21\u578b\u540e\u8bad\u7ec3\uff0c\u5927\u6a21\u578b\u5728\u641c\u7d22\u3001\u63a8\u8350\u3001\u5e7f\u544a\u3001\u7ffb\u8bd1\u3001\u5ba2\u670d\u548c\u60c5\u611f\u966a\u804a\u7b49\u573a\u666f\u843d\u5730\u5e94\u7528\u3002\u53d1\u8868\u8bba\u658730\u4f59\u7bc7\uff0c\u6388\u6743\u4e13\u5229100\u4f59\u9879\uff0c\u5f15\u75284000\u4f59\u6b21\uff0c\u83b7\u5f97ICDE 2023\u5e74\u6700\u4f73\u5de5\u4e1a\u8bba\u6587\u5956\u3001CIKM 2015-2020\u5e74\u6700\u9ad8\u5f15\u7528\u8bba\u6587\u3001AAAI 2016\u6700\u5177\u5f71\u54cd\u529b\u8bba\u6587\u3002\u6b64\u5916\uff0c\u8363\u83b7\u4e2d\u56fd\u53d1\u660e\u534f\u4f1a\u521b\u65b0\u6210\u679c\u4e00\u7b49\u5956\uff08\u6392\u540d1\uff09\u3001\u4e2d\u56fd\u4eba\u5de5\u667a\u80fd\u5b66\u4f1a\u5434\u6587\u4fca\u79d1\u6280\u8fdb\u6b65\u4e8c\u7b49\u5956\uff08\u6392\u540d1\uff09\uff0c\u8fde\u7eed\u6570\u5e74\u5165\u9009\u4e16\u754c\u4eba\u5de5\u667a\u80fd\u5b66\u8005\u699c\u5355AI-2000\u65b0\u661f\u699c\u524d100\u540d\u3001Elsevier\u4e2d\u56fd\u533a\u9ad8\u88ab\u5f15\u5b66\u8005\uff0cCCTV-13\u300a\u65b0\u95fb\u76f4\u64ad\u95f4\u300b\u91c7\u8bbf\u62a5\u9053\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u675c\u957f\u5fb7\uff1a<\/strong><strong>\u5927\u6a21\u578b\u5bf9\u7269\u4f53\u6982\u5ff5\u8868\u5f81\u7684\u8ba4\u77e5\u673a\u7406\u89e3\u6790<\/strong><\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"180\" height=\"252\" src=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-79.png\"  class=\"wp-image-88555\" style=\"width:340px;height:auto\" title=\"CCL 2025\u591a\u6a21\u6001\u5927\u6a21\u578b\u57fa\u7840\u7406\u8bba\u4e0e\u5e94\u7528\u4e13\u9898\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe6\" alt=\"CCL 2025\u591a\u6a21\u6001\u5927\u6a21\u578b\u57fa\u7840\u7406\u8bba\u4e0e\u5e94\u7528\u4e13\u9898\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe6\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center\"><strong>\u675c\u957f\u5fb7\uff0c\u4e2d\u56fd\u79d1\u5b66\u9662\u81ea\u52a8\u5316\u6240<\/strong><\/p>\n\n\n\n<p><strong>\u62a5\u544a\u6458\u8981\uff1a<\/strong>&nbsp;&nbsp;<\/p>\n\n\n\n<p>\u5927\u6a21\u578b\u5728\u591a\u79cd\u4efb\u52a1\u4e2d\u5c55\u73b0\u4e86\u4f18\u8d8a\u7684\u6027\u80fd\u3002\u7136\u800c\uff0c\u76ee\u524d\u5c1a\u4e0d\u6e05\u695a\u5927\u6a21\u578b\u5bf9\u7269\u4f53\u6982\u5ff5\u7684\u8868\u5f81\u673a\u7406\u662f\u5426\u4e0e\u4eba\u8111\u7c7b\u4f3c\u3002\u5148\u524d\u7684\u7814\u7a76\u901a\u8fc7\u91cf\u5316\u5927\u6a21\u578b\u548c\u4eba\u8111\u54cd\u5e94\u95f4\u7684\u76f8\u5173\u6027\u6765\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u4f46\u7b80\u5355\u7684\u76f8\u5173\u6027\u5206\u6790\u65e0\u6cd5\u63ed\u793a\u4e24\u8005\u5bf9\u7269\u4f53\u6982\u5ff5\u8ba4\u77e5\u6838\u5fc3\u7ef4\u5ea6\u7684\u5f02\u540c\u3002\u8fd9\u91cc\uff0c\u6211\u4eec\u4f7f\u7528\u8ba4\u77e5\u5fc3\u7406\u5b66\u548c\u8111\u5f71\u50cf\u5b9e\u9a8c\u8303\u5f0f\uff0c\u6df1\u5165\u89e3\u6790\u4e86\u591a\u79cd\u5927\u6a21\u578b\u5185\u90e8\u8868\u5f81\u7684\u7c7b\u4eba\/\u8111\u7279\u6027\u3002\u6211\u4eec\u8fd8\u57fa\u4e8e\u4e0d\u540c\u7c7b\u578b\u7684\u5927\u6a21\u578b\u8fdb\u884c\u4e86\u5927\u8111\u795e\u7ecf\u4fe1\u53f7\u7684\u7f16\u89e3\u7801\u7814\u7a76\uff0c\u5728\u9884\u6d4b\u7cbe\u5ea6\u3001\u751f\u6210\u8d28\u91cf\u3001\u53ef\u89e3\u91ca\u6027\u7b49\u65b9\u9762\u53d6\u5f97\u4e86\u65b0\u7a81\u7834\u3002&nbsp; 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Hum. 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