{"id":88479,"date":"2025-07-14T18:48:10","date_gmt":"2025-07-14T10:48:10","guid":{"rendered":"http:\/\/cips-cl.org\/?p=88479"},"modified":"2025-07-14T18:48:13","modified_gmt":"2025-07-14T10:48:13","slug":"ccl-2025%e5%89%8d%e6%b2%bf%e5%8a%a8%e6%80%81%e7%bb%bc%e8%bf%b0%e8%ae%b2%e8%80%85%e9%98%b5%e5%ae%b9%e6%8f%ad%e6%99%93%ef%bc%81","status":"publish","type":"post","link":"http:\/\/cips-cl.org\/?p=88479","title":{"rendered":"CCL 2025\u524d\u6cbf\u52a8\u6001\u7efc\u8ff0\u8bb2\u8005\u9635\u5bb9\u63ed\u6653\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\u524d\u6cbf\u52a8\u6001\u7efc\u8ff0\u8bb2\u8005\u9635\u5bb9\u63ed\u6653\uff01\u63d2\u56fe\" alt=\"CCL 2025\u524d\u6cbf\u52a8\u6001\u7efc\u8ff0\u8bb2\u8005\u9635\u5bb9\u63ed\u6653\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>\u524d\u6cbf\u52a8\u6001\u7efc\u8ff0\u62a5\u544a\u5c06\u7531\u7f8e\u56e2\u674e\u5317\u535a\u58eb\u3001\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u5f20\u6797\u5cf0\u52a9\u7406\u6559\u6388\u3001\u54c8\u5c14\u6ee8\u5de5\u7a0b\u5927\u5b66\u8bb8\u6668\u526f\u6559\u6388\u3001\u54c8\u5c14\u6ee8\u5de5\u4e1a\u5927\u5b66\uff08\u6df1\u5733\uff09\u5218\u5b66\u535a\u526f\u6559\u6388\u3001\u4e2d\u5357\u5927\u5b66\u8983\u7acb\u6ce2\u6559\u6388\u3001\u9999\u6e2f\u5927\u5b66\u51af\u590f\u51b2\u535a\u58eb\u540e\u7814\u7a76\u5458\u3001\u5357\u4eac\u822a\u7a7a\u822a\u5929\u5927\u5b66\u674e\u4e15\u7ee9\u6559\u6388\u3001\u6e05\u534e\u5927\u5b66\u667a\u80fd\u4ea7\u4e1a\u7814\u7a76\u9662\u674e\u9e4f\u526f\u7814\u7a76\u5458\u3001\u4e2d\u56fd\u79d1\u5b66\u9662\u81ea\u52a8\u5316\u7814\u7a76\u6240\u9648\u7389\u535a\u526f\u7814\u7a76\u5458\u548c\u54c8\u5c14\u6ee8\u5de5\u4e1a\u5927\u5b66\u6731\u5e86\u798f\u526f\u6559\u6388\u505a\u5206\u4eab\u62a5\u544a\u3002\u8bb2\u8005\u5c06\u5c31\u5927\u6a21\u578b\u7684\u70ed\u70b9\u8bdd\u9898\u8fdb\u884c\u63a2\u8ba8\u5206\u4eab\u3002<\/p>\n\n\n\n<p>\u5927\u4f1a\u5df2\u7ecf\u5f00\u542f\u6ce8\u518c\uff0c\u671f\u5f85\u4e0e\u5404\u4f4d\u5b66\u8005\u7684\u76f8\u9047\uff01\u4f1a\u8bae\u7f51\u5740\uff1ahttp:\/\/cips-cl.org\/static\/CCL2025\/index.html<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"364\" height=\"364\" src=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-31.png\"  class=\"wp-image-88480\" srcset=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-31.png 364w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-31-300x300.png 300w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-31-150x150.png 150w\" sizes=\"auto, (max-width: 364px) 100vw, 364px\" title=\"CCL 2025\u524d\u6cbf\u52a8\u6001\u7efc\u8ff0\u8bb2\u8005\u9635\u5bb9\u63ed\u6653\uff01\u63d2\u56fe1\" alt=\"CCL 2025\u524d\u6cbf\u52a8\u6001\u7efc\u8ff0\u8bb2\u8005\u9635\u5bb9\u63ed\u6653\uff01\u63d2\u56fe1\" \/><figcaption class=\"wp-element-caption\">\u4f1a\u8bae\u6ce8\u518c<\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center\"><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u674e\u5317\uff1a\u5927\u6a21\u578b\u7ed3\u6784\u7814\u7a76\u7efc\u8ff0<\/strong><\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"1024\" src=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-32-768x1024.png\"  class=\"wp-image-88481\" style=\"width:254px;height:auto\" srcset=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-32-768x1025.png 768w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-32-225x300.png 225w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-32.png 844w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" title=\"CCL 2025\u524d\u6cbf\u52a8\u6001\u7efc\u8ff0\u8bb2\u8005\u9635\u5bb9\u63ed\u6653\uff01\u63d2\u56fe2\" alt=\"CCL 2025\u524d\u6cbf\u52a8\u6001\u7efc\u8ff0\u8bb2\u8005\u9635\u5bb9\u63ed\u6653\uff01\u63d2\u56fe2\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center\"><strong>\u674e\u5317\uff0c\u7f8e\u56e2<\/strong><\/p>\n\n\n\n<p><strong>\u62a5\u544a\u7b80\u4ecb<\/strong><\/p>\n\n\n\n<p>\u672c\u62a5\u544a\u5c06\u4ece\u56db\u4e2a\u7ef4\u5ea6\u5bf9\u8fd1\u671f\u5927\u6a21\u578b\u7ed3\u6784\u8fdb\u884c\u7efc\u8ff0\u3002\u5728\u5f52\u4e00\u5316\u65b9\u6cd5\u4e0a\uff0c\u672c\u6587\u63a2\u8ba8\u4e86\u5176\u5982\u4f55\u63d0\u5347\u8bad\u7ec3\u7a33\u5b9a\u6027\uff0c\u5e76\u5206\u6790\u4e86\u4e3b\u6d41Pre-Norm\u4e0ePost-Norm\u7ed3\u6784\u7684\u5c40\u9650\u6027\u4e0e\u6539\u8fdb\u65b9\u5411\u3002\u5728\u7ed3\u6784\u6539\u8fdb\u65b9\u9762\uff0c\u91cd\u70b9\u5173\u6ce8\u4ee5Mamba\u3001RWKV\u4e3a\u4ee3\u8868\u7684\u975e\u6ce8\u610f\u529b\u67b6\u6784\u7684\u63a2\u7d22\u3002\u5bf9\u4e8e\u9ad8\u6548\u957f\u6587\u672c\u5efa\u6a21\uff0c\u62a5\u544a\u68b3\u7406\u4e86\u6ed1\u52a8\u7a97\u53e3\u53ca\u7a00\u758f\u6ce8\u610f\u529b\u7b49\u53d8\u4f53\u5982\u4f55\u6709\u6548\u964d\u4f4e\u8ba1\u7b97\u590d\u6742\u5ea6\uff0c\u51cf\u5c11\u663e\u5b58\u5f00\u9500\u3002\u6700\u540e\uff0c\u5c06\u7b80\u8ff0\u8fd1\u671f\u5907\u53d7\u5173\u6ce8\u7684\u6269\u6563\u5927\u6a21\u578b\u5728\u6587\u672c\u751f\u6210\u9886\u57df\u7684\u5e94\u7528\u4e0e\u7814\u7a76\u8fdb\u5c55\u3002<\/p>\n\n\n\n<p><strong>\u8bb2\u8005\u7b80\u4ecb<\/strong><\/p>\n\n\n\n<p>\u674e\u5317\uff0c\u535a\u58eb\uff0c\u5e08\u4ece\u4e1c\u5317\u5927\u5b66\u8096\u6850\u6559\u6388\uff0c\u7814\u7a76\u65b9\u5411\u6d89\u53ca\u673a\u5668\u7ffb\u8bd1\uff0c\u57fa\u5ea7\u6a21\u578b\u4f18\u5316\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u540e\u8bad\u7ec3\u6280\u672f\u7b49\uff0c\u76ee\u524d\u5728\u7f8e\u56e2\u5927\u8bed\u8a00\u6a21\u578b\u7ec4\u4ece\u4e8b\u57fa\u5ea7\u4e0e\u540e\u8bad\u7ec3\u76f8\u5173\u7814\u7a76\uff0c\u5728ACL\u3001EMNLP\u3001ICML\u3001NeurIPS\u3001ICLR\u3001AAAI\u3001COLING\u7b49\u9886\u57df\u5185\u9ad8\u6c34\u5e73\u4f1a\u8bae\u4e0a\u53d1\u886830\u4f59\u7bc7\u8bba\u6587\uff0cGoogle Scholar\u88ab\u5f152000\u4f59\u6b21\u3002\u53c2\u4e0e\u591a\u9879\u5f00\u6e90\u7cfb\u7edf\u7684\u7814\u53d1\uff0c\u5e76\u591a\u6b21\u53c2\u4e0eWMT\u3001CCMT\u3001CWMT\u7b49\u673a\u5668\u7ffb\u8bd1\u8bc4\u6d4b\u4efb\u52a1\uff0c\u53d6\u5f97\u591a\u9879\u7ffb\u8bd1\u8d5b\u9053\u7b2c\u4e00\u540d\u6210\u7ee9\u3002\u957f\u671f\u62c5\u4efbACL\u3001EMNLP\u3001ICLR\u3001ICML\u3001NeurIPS\u7b49\u9876\u4f1a\u7a0b\u5e8f\u59d4\u5458\u4f1a\u59d4\u5458\uff0c\u83b7\u8bc4EMNLP 2021\u6770\u51fa\u5ba1\u7a3f\u4eba\u3002\u535a\u58eb\u5728\u8bfb\u671f\u95f4\u66fe\u591a\u6b21\u83b7\u5f97\u56fd\u5bb6\u5956\u5b66\u91d1\uff0c\u5e76\u8363\u83b7\u767e\u5ea6\u5956\u5b66\u91d1\u63d0\u540d\uff0c\u4e2d\u6587\u4fe1\u606f\u5b66\u4f1a\u4f18\u535a\u7b49\u8363\u8a89\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u5f20\u6797\u5cf0\uff1a\u6570\u636e\u4e2d\u5fc3\u7684\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u538b\u7f29\u52a0\u901f<\/strong><\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter 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class=\"has-text-align-center\"><strong>\u5f20\u6797\u5cf0<\/strong>\uff0c<strong>\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66<\/strong><\/p>\n\n\n\n<p><strong>\u62a5\u544a\u7b80\u4ecb<\/strong><\/p>\n\n\n\n<p>\u5927\u6a21\u578b\u7684\u8ba1\u7b97\u6210\u672c\u4e25\u91cd\u5236\u7ea6\u4e86\u5176\u843d\u5730\u5e94\u7528\u3002\u4e00\u822c\u6765\u8bf4\uff0c\u6a21\u578b\u7684\u8ba1\u7b97\u6210\u672c\u7531\u5176\u53c2\u6570\u91cf\u4e0e\u6570\u636e\u91cf\u5171\u540c\u51b3\u5b9a\u3002\u5df2\u6709\u538b\u7f29\u7814\u7a76\u4e3b\u8981\u5173\u6ce8\u5982\u4f55\u51cf\u5c11\u6a21\u578b\u7684\u53c2\u6570\u91cf\u800c\u5ffd\u89c6\u4e86\u6570\u636e\u7ef4\u5ea6\u7684\u538b\u7f29\u3002\u968f\u7740\u5f3a\u63a8\u7406\u6a21\u578b\u548c\u89c6\u9891\u751f\u6210\u6a21\u578b\u7684\u51fa\u73b0\uff0c\u6570\u636e\u89c4\u6a21\uff08Token\u6570\u91cf\uff09\u5df2\u7ecf\u6210\u4e3a\u4e86\u4eba\u5de5\u667a\u80fd\u8ba1\u7b97\u6210\u672c\u5c45\u9ad8\u4e0d\u4e0b\u7684\u9996\u8981\u56e0\u7d20\u3002\u5728\u672c\u62a5\u544a\u4e2d\uff0c\u6211\u4eec\u5c06\u4ecb\u7ecd\u6570\u636e\u4e2d\u5fc3\u7684\u6a21\u578b\u538b\u7f29\u52a0\u901f\u5728\u5927\u6a21\u578b\u3001\u591a\u6a21\u6001\u5927\u6a21\u578b\u3001\u56fe\u50cf\u89c6\u9891\u751f\u6210\u6a21\u578b\u4e0a\u7684\u51e0\u4e2a\u5178\u578b\u6848\u4f8b\u3002<\/p>\n\n\n\n<p><strong>\u8bb2\u8005\u7b80\u4ecb<\/strong><\/p>\n\n\n\n<p>\u5f20\u6797\u5cf0\uff0c\u62c5\u4efb\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u4eba\u5de5\u667a\u80fd\u5b66\u9662\u52a9\u7406\u6559\u6388\uff0c\u9886\u5bfc EPIC (Efficient and Precision Intelligent Computing) \u5b9e\u9a8c\u5ba4\uff0c\u6709\u7855\u58eb\u4e0e\u535a\u58eb\u5b66\u751f\u6307\u5bfc\u8d44\u683c\u30022024\u5e746\u6708\u4e8e\u6e05\u534e\u5927\u5b66\u4ea4\u53c9\u4fe1\u606f\u5b66\u9662\u83b7\u5f97\u535a\u58eb\u5b66\u4f4d\uff0c\u8bfb\u535a\u671f\u95f4\uff0c\u83b7\u5f97\u4e86\u5fae\u8f6f\u5b66\u8005\u8363\u8a89\u79f0\u53f7\uff08\u4e9a\u592a\u5730\u533a\u5e74\u5ea6\u5171\u5341\u4e8c\u540d\uff09\uff0c\u5317\u4eac\u5e02\u4f18\u79c0\u6bd5\u4e1a\u751f\uff0c\u6e05\u534e\u5927\u5b66\u4f18\u79c0\u535a\u58eb\u8bba\u6587\uff0c\u6e05\u534e\u5927\u5b66\u542f\u822a\u5956\u91d1\u5956\uff08\u6e05\u534e\u5927\u5b66\u5171\u4e8c\u5341\u516b\u540d\uff09\uff0c\u6e05\u534e\u5927\u5b66\u848b\u5357\u7fd4\u5956\u5b66\u91d1\uff08\u6e05\u534e\u5927\u5b66\u5171\u4e8c\u5341\u540d\uff09\u3002\u535a\u58eb\u671f\u95f4\uff0c\u53d1\u8868\u9ad8\u6c34\u5e73\u5b66\u672f\u8bba\u6587\u4e8c\u5341\u4f59\u7bc7\uff0c\u5176\u4e2d\u7b2c\u4e00\u4f5c\u8005\u5341\u4e09\u7bc7\uff0c\u8bba\u6587\u603b\u8ba1\u88ab\u5f15\u7528\u8d85\u8fc71900\u6b21\uff08\u622a\u81f32024\u5e747\u6708\uff09\u30022019\u5e74\u9996\u6b21\u63d0\u51fa\u4e86\u81ea\u84b8\u998f\u7b97\u6cd5\uff0c\u662f\u77e5\u8bc6\u84b8\u998f\u9886\u57df\u7684\u4ee3\u8868\u6027\u5de5\u4f5c\u4e4b\u4e00\u3002\u7814\u7a76\u6210\u679c\u5df2\u5728\u5317\u6781\u96c4\u82af\u3001\u534e\u4e3a\u3001\u4ea4\u53c9\u4fe1\u606f\u6838\u5fc3\u6280\u672f\u7814\u7a76\u9662\u7b49\u516c\u53f8\u4e2d\u5f97\u5230\u4f7f\u7528\u3002\u81ea2020\u5e74\u8d77\uff0c\u5e38\u5e74\u62c5\u4efbNeurIPS\uff0cICML\uff0cICLR\uff0cCVPR\uff0cECCV\uff0cICCV\uff0cAAAI\uff0cIJCAI\uff0cIEEE TPAMI\uff0cIEEE TCSVT\uff0cIEEE TIP\u7b49\u4f17\u591a\u5b66\u672f\u4f1a\u8bae\u4e0e\u671f\u520a\u7684\u5ba1\u7a3f\u4eba\u3002\u57282024\u5e747\u6708\u540e\uff0c\u4ee5\u52a9\u7406\u6559\u6388\u7684\u8eab\u4efd\u52a0\u5165\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u4eba\u5de5\u667a\u80fd\u5b66\u9662\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u8bb8\u6668\uff1a\u5927\u8bed\u8a00\u6a21\u578b\u65f6\u4ee3\u7684\u8bed\u97f3\u5904\u7406\u7efc\u8ff0<\/strong><\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"1024\" src=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-34-768x1024.png\"  class=\"wp-image-88483\" style=\"width:240px;height:auto\" srcset=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-34-768x1024.png 768w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-34-225x300.png 225w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-34.png 1078w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" title=\"CCL 2025\u524d\u6cbf\u52a8\u6001\u7efc\u8ff0\u8bb2\u8005\u9635\u5bb9\u63ed\u6653\uff01\u63d2\u56fe4\" alt=\"CCL 2025\u524d\u6cbf\u52a8\u6001\u7efc\u8ff0\u8bb2\u8005\u9635\u5bb9\u63ed\u6653\uff01\u63d2\u56fe4\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center\"><strong>\u8bb8\u6668\uff0c\u54c8\u5c14\u6ee8\u5de5\u7a0b\u5927\u5b66<\/strong><\/p>\n\n\n\n<p><strong>\u62a5\u544a\u7b80\u4ecb<\/strong><\/p>\n\n\n\n<p>\u5927\u8bed\u8a00\u6a21\u578b\u7684\u5feb\u901f\u53d1\u5c55\u6b63\u5728\u6df1\u523b\u53d8\u9769\u8bed\u97f3\u5904\u7406\u7684\u6280\u672f\u8303\u5f0f\uff0c\u63a8\u52a8\u7740\u4ece\u4f20\u7edf\u7ea7\u8054\u67b6\u6784\u5411\u7aef\u5230\u7aef\u7edf\u4e00\u5efa\u6a21\u7684\u9769\u547d\u6027\u8f6c\u578b\u3002\u672c\u62a5\u544a\u5c06\u7cfb\u7edf\u68b3\u7406\u8bed\u97f3\u5927\u8bed\u8a00\u6a21\u578b\u6240\u9762\u4e34\u7684\u6838\u5fc3\u6311\u6218\uff0c\u805a\u7126\u5efa\u6a21\u8303\u5f0f\u3001\u6a21\u578b\u67b6\u6784\u4e0e\u8bad\u7ec3\u7b56\u7565\u7b49\u7ef4\u5ea6\u8fdb\u884c\u524d\u6cbf\u8fdb\u5c55\u4ecb\u7ecd\uff0c\u5e76\u5c55\u671b\u672a\u6765\u7814\u7a76\u65b9\u5411\uff0c\u65e8\u5728\u4e3a\u76f8\u5173\u9886\u57df\u7684\u7814\u7a76\u8005\u63d0\u4f9b\u53c2\u8003\u3002<\/p>\n\n\n\n<p><strong>\u8bb2\u8005\u7b80\u4ecb<\/strong><\/p>\n\n\n\n<p>\u8bb8\u6668\uff0c\u54c8\u5c14\u6ee8\u5de5\u7a0b\u5927\u5b66\u526f\u6559\u6388\uff0c\u7855\u58eb\u751f\u5bfc\u5e08\uff0c\u535a\u58eb\u6bd5\u4e1a\u4e8e\u4e1c\u5317\u5927\u5b66\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5b9e\u9a8c\u5ba4\u3002\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u4e3a\u591a\u6a21\u6001\u5904\u7406\u4e0e\u4eba\u5de5\u667a\u80fd\u5b89\u5168\uff0c\u5728ACL\u3001EMNLP\u3001ICLR\u3001TASLP\u3001UAI\u7b49\u9ad8\u6c34\u5e73\u4f1a\u8bae\u4e0e\u671f\u520a\u53d1\u8868\u8bba\u658730\u4f59\u7bc7\u3002\u51fa\u7248\u6218\u7565\u6027\u65b0\u5174\u9886\u57df\u6559\u6750\u4e00\u90e8\uff0c\u4e3b\u6301\u56fd\u5bb6\u81ea\u7136\u79d1\u5b66\u57fa\u91d1\u7b49\u591a\u9879\u8bfe\u9898\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u5218\u5b66\u535a\uff1a\u5927\u6a21\u578b\u65f6\u4ee3\u7684\u673a\u5668\u7ffb\u8bd1\u4e0e\u591a\u8bed\u8a00\u5904\u7406\u524d\u6cbf\u63a2\u7d22<\/strong><\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"1024\" src=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-35-768x1024.png\"  class=\"wp-image-88484\" style=\"width:244px;height:auto\" srcset=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-35-768x1023.png 768w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-35-225x300.png 225w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-35.png 809w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" title=\"CCL 2025\u524d\u6cbf\u52a8\u6001\u7efc\u8ff0\u8bb2\u8005\u9635\u5bb9\u63ed\u6653\uff01\u63d2\u56fe5\" alt=\"CCL 2025\u524d\u6cbf\u52a8\u6001\u7efc\u8ff0\u8bb2\u8005\u9635\u5bb9\u63ed\u6653\uff01\u63d2\u56fe5\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center\"><strong>\u5218\u5b66\u535a<\/strong>\uff0c<strong>\u54c8\u5c14\u6ee8\u5de5\u4e1a\u5927\u5b66\uff08\u6df1\u5733\uff09<\/strong><\/p>\n\n\n\n<p><strong>\u62a5\u544a\u7b80\u4ecb<\/strong><\/p>\n\n\n\n<p>\u5927\u8bed\u8a00\u6a21\u578b\u4f5c\u4e3a\u65b0\u4e00\u4ee3\u7edf\u4e00\u5efa\u6a21\u6846\u67b6\uff0c\u7a81\u7834\u4e86\u4f20\u7edf\u4efb\u52a1\u7684\u8fb9\u754c\uff0c\u6781\u5927\u589e\u5f3a\u4e86\u591a\u8bed\u8a00\u5904\u7406\u4e0e\u8de8\u8bed\u8a00\u7ffb\u8bd1\u7684\u80fd\u529b\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u673a\u5668\u7ffb\u8bd1\u4f5c\u4e3a\u6838\u5fc3\u7684\u751f\u6210\u4efb\u52a1\uff0c\u6301\u7eed\u63a8\u52a8\u5927\u6a21\u578b\u5728\u6570\u636e\u5408\u6210\u3001\u8bc4\u6d4b\u65b9\u6cd5\u548c\u667a\u80fd\u4f53\u534f\u4f5c\u7b49\u5173\u952e\u6280\u672f\u4e0a\u7684\u53d1\u5c55\u3002\u672c\u62a5\u544a\u5c06\u805a\u7126\u4e8e\u5927\u6a21\u578b\u4e0e\u673a\u5668\u7ffb\u8bd1\u4e4b\u95f4\u7684\u53cc\u5411\u9a71\u52a8\u5173\u7cfb\uff0c\u5e76\u8ba8\u8bba\u4e00\u4e9b\u6781\u5177\u6f5c\u529b\u3001\u53ef\u5feb\u901f\u5f62\u6210\u9876\u4f1a\u6210\u679c\u7684\u7814\u7a76\u65b9\u5411\u4e0e\u521b\u65b0\u601d\u8def\u3002<\/p>\n\n\n\n<p><strong>\u8bb2\u8005\u7b80\u4ecb<\/strong><\/p>\n\n\n\n<p>\u5218\u5b66\u535a\uff0c\u54c8\u5c14\u6ee8\u5de5\u4e1a\u5927\u5b66\uff08\u6df1\u5733\uff09\u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u6280\u672f\u5b66\u9662\/\u8ba1\u7b97\u4e0e\u667a\u80fd\u7814\u7a76\u9662\u526f\u6559\u6388\u3001\u535a\u58eb\u751f\u5bfc\u5e08\uff0c\u5165\u9009\u7b2c\u5341\u5c4a\u4e2d\u56fd\u79d1\u534f\u9752\u5e74\u4eba\u624d\u6258\u4e3e\u5de5\u7a0b\uff08\u79d1\u534f\u8d44\u52a9\uff09\u3001\u9e4f\u57ce\u5b54\u96c0\u8ba1\u5212\u7279\u8058\u5c97\u4f4d\u3001\u6821\u9752\u5e74\u62d4\u5c16\u4eba\u624d\u8ba1\u5212\u30022021\u5e74\u4e8e\u6fb3\u95e8\u5927\u5b66\u79d1\u6280\u5b66\u9662\u53d6\u5f97\u535a\u58eb\u5b66\u4f4d\u3002\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u4e3a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u5927\u8bed\u8a00\u6a21\u578b\u3001\u673a\u5668\u7ffb\u8bd1\u3002\u5728ACL\u3001EMNLP\u7b49\u81ea\u7136\u8bed\u8a00\u5904\u7406\u9876\u4f1a\u548cICLR\u3001NeurIPS\u7b49\u673a\u5668\u5b66\u4e60\u9876\u4f1a\u53d1\u8868\u8bba\u658740\u4f59\u7bc7\uff0c\u5176\u4e2d\u4e00\u4f5c\u6216\u901a\u8baf\u8bba\u658730\u4f59\u7bc7\u3002\u7b2c\u4e00\u53d1\u660e\u4eba\u6388\u6743\u53d1\u660e\u4e13\u52296\u9879\u3002\u62c5\u4efb\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4e09\u5927\u4f1aACL 2022&amp;2024-2025\u3001EMNLP 2022-2025\u3001NAACL 2024-2025\u4f1a\u8bae\uff08\u9ad8\u7ea7\uff09\u9886\u57df\u4e3b\u5e2d\uff0c\u56fd\u5185\u81ea\u7136\u8bed\u8a00\u5904\u7406\u65d7\u8230\u4f1a\u8baeNLPCC 2024\u3001CCL 2023-2025\u4f1a\u8bae\u9886\u57df\u4e3b\u5e2d\uff0c\u53ca\u591a\u4e2a\u56fd\u9645\u9876\u7ea7\u4f1a\u8bae\u548c\u671f\u520a\u7684\u5ba1\u7a3f\u4eba\u3002\u4e3b\u6301\u56fd\u5bb6\u81ea\u7136\u79d1\u5b66\u57fa\u91d1\u9752\u5e74\u9879\u76ee\u3001\u5e7f\u4e1c\u7701\u91cd\u70b9\u7814\u53d1\u8ba1\u5212\u8bfe\u9898\u3001\u5e7f\u4e1c\u7701\u57fa\u91d1\u9762\u4e0a\u9879\u76ee\u3001\u6df1\u5733\u5e02\u4f18\u79c0\u79d1\u6280\u521b\u65b0\u4eba\u624d\u57f9\u517b\u9879\u76ee\u3001\u6df1\u5733\u5e02\u57fa\u91d1\u9762\u4e0a\u9879\u76ee\u3001CCF-\u817e\u8baf\u7280\u725b\u9e1f\u9879\u76ee\u3001\u817e\u8baf\u5fae\u4fe1\u7280\u725b\u9e1f\u4e13\u9879\u3001\u534e\u4e3a\u957f\u671f\u79d1\u7814\u5408\u4f5c\u9879\u76ee\u7b49\uff0c\u53c2\u4e0e\u56fd\u5bb6\u81ea\u7136\u79d1\u5b66\u57fa\u91d1\u91cd\u70b9\u9879\u76ee\u3001\u6df1\u5733\u5e02\u5b54\u96c0\u56e2\u961f\u9879\u76ee\u3001\u6df1\u5733\u5e02\u79d1\u6280\u91cd\u5927\u4e13\u9879\u3001\u5927\u578b\u4f01\u4e1a\u6a2a\u5411\u9879\u76ee\u7b49\u3002\u83b7\u4e2d\u56fd\u4e2d\u6587\u4fe1\u606f\u5b66\u4f1a\u79d1\u5b66\u6280\u672f\u5956\u79d1\u6280\u8fdb\u6b65\u7c7b\u4e00\u7b49\u5956\u3001\u6fb3\u95e8\u79d1\u5b66\u6280\u672f\u5956\u6280\u672f\u53d1\u660e\u7c7b\u4e8c\u7b49\u5956\u3001\u6fb3\u95e8\u7814\u7a76\u751f\u79d1\u6280\u7814\u53d1\u5956\u3001\u4e2d\u56fd\u4e2d\u6587\u4fe1\u606f\u5b66\u4f1a\u4f18\u535a\u63d0\u540d\u5956\u7b49\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u8983\u7acb\u6ce2\uff1a\u5927\u6a21\u578b\u63a8\u7406\u601d\u7ef4\u94fe\u7814\u7a76\u8fdb\u5c55\u7efc\u8ff0<\/strong><\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"1024\" src=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-36-768x1024.png\"  class=\"wp-image-88485\" style=\"width:262px;height:auto\" srcset=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-36-768x1025.png 768w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-36-225x300.png 225w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-36.png 850w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" title=\"CCL 2025\u524d\u6cbf\u52a8\u6001\u7efc\u8ff0\u8bb2\u8005\u9635\u5bb9\u63ed\u6653\uff01\u63d2\u56fe6\" alt=\"CCL 2025\u524d\u6cbf\u52a8\u6001\u7efc\u8ff0\u8bb2\u8005\u9635\u5bb9\u63ed\u6653\uff01\u63d2\u56fe6\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center\"><strong>\u8983\u7acb\u6ce2<\/strong>\uff0c<strong>\u4e2d\u5357\u5927\u5b66<\/strong><\/p>\n\n\n\n<p><strong>\u62a5\u544a\u7b80\u4ecb<\/strong><\/p>\n\n\n\n<p>\u8fd1\u5e74\u6765\uff0c\u4ee5OpenAI o1\uff0cDeepSeek R1\u4e3a\u4ee3\u8868\u7684\u63a8\u7406\u5927\u6a21\u578b\u53d6\u5f97\u4e86\u6781\u5927\u7684\u5173\u6ce8\u3002\u5728\u672c\u62a5\u544a\u4e2d\uff0c\u8bb2\u8005\u5c06\u5bf9\u63a8\u7406\u5927\u6a21\u578b\u7684\u6838\u5fc3\u6280\u672f\u601d\u7ef4\u94fe\u63a8\u7406\u7684\u7814\u7a76\u8fdb\u5c55\u8fdb\u884c\u6982\u8ff0\u4ecb\u7ecd\u3002\u540c\u65f6\uff0c\u8bb2\u8005\u5bf9\u4ecb\u7ecd\u8de8\u8bed\u8a00\u601d\u7ef4\u94fe\u3001\u8de8\u6a21\u6001\u601d\u7ef4\u94fe\u4ee5\u53ca\u957f\u601d\u7ef4\u94fe\u7b49\u524d\u6cbf\u65b9\u5411\u3002<\/p>\n\n\n\n<p><strong>\u8bb2\u8005\u7b80\u4ecb<\/strong><\/p>\n\n\n\n<p>\u8983\u7acb\u6ce2\uff0c\u4e2d\u5357\u5927\u5b66\u7279\u8058\u6559\u6388\uff0c\u535a\u58eb\u751f\u5bfc\u5e08\uff0c\u73b0\u4efb\u4e2d\u56fd\u4e2d\u6587\u4fe1\u606f\u5b66\u4f1a\u9752\u5de5\u59d4\u79d8\u4e66\u957f\u3002\u4e3b\u8981\u7814\u7a76\u5174\u8da3\u4e3a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u5927\u6a21\u578b\u63a8\u7406\u7b49\u3002\u7814\u7a76\u6210\u679c\u66fe\u5165\u9009\u4e16\u754c\u4eba\u5de5\u667a\u80fd\u5927\u4f1a\u9752\u5e74\u4f18\u79c0\u8bba\u6587\u63d0\u540d\u3001Paper Digest\u9ad8\u5f71\u54cd\u529b\u8bba\u6587\u4ee5\u53caEMNLP2022 MMNLU Workshop\u6700\u4f73\u8bba\u6587\u3002\u62c5\u4efbACL Rolling Review\u6267\u884c\u7f16\u59d4\uff0cACL\u3001EMNLP\u3001NAACL\u7b49\u56fd\u9645\u4f1a\u8bae\uff08\u8d44\u6df1\uff09\u9886\u57df\u4e3b\u5e2d\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u51af\u590f\u51b2\uff1a\u57fa\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\u7684\u793e\u4f1a\u6a21\u62df\uff1a\u8fdb\u5c55\u4e0e\u6311\u6218<\/strong><\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"1024\" src=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-37-768x1024.png\"  class=\"wp-image-88486\" style=\"width:262px;height:auto\" srcset=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-37-768x1025.png 768w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-37-225x300.png 225w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-37.png 787w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" title=\"CCL 2025\u524d\u6cbf\u52a8\u6001\u7efc\u8ff0\u8bb2\u8005\u9635\u5bb9\u63ed\u6653\uff01\u63d2\u56fe7\" alt=\"CCL 2025\u524d\u6cbf\u52a8\u6001\u7efc\u8ff0\u8bb2\u8005\u9635\u5bb9\u63ed\u6653\uff01\u63d2\u56fe7\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center\"><strong>\u51af\u590f\u51b2<\/strong>\uff0c<strong>\u9999\u6e2f\u5927\u5b66<\/strong><\/p>\n\n\n\n<p><strong>\u62a5\u544a\u7b80\u4ecb<\/strong><\/p>\n\n\n\n<p>\u5927\u8bed\u8a00\u6a21\u578b\u4e3a\u793e\u4f1a\u6a21\u62df\u6ce8\u5165\u4e86\u65b0\u7684\u6d3b\u529b\uff0c\u4f7f\u667a\u80fd\u4f53\u5728\u590d\u6742\u793e\u4f1a\u60c5\u5883\u4e2d\u7684\u4e92\u52a8\u5177\u5907\u8bed\u8a00\u7406\u89e3\u3001\u7b56\u7565\u63a8\u7406\u4e0e\u60c5\u5883\u9002\u5e94\u7b49\u9ad8\u7ea7\u667a\u80fd\u7279\u5f81\uff0c\u63a8\u52a8\u4e86\u4ece\u4f20\u7edf\u57fa\u4e8e\u89c4\u5219\u7684\u5efa\u6a21\u5411\u66f4\u590d\u6742\u3001\u66f4\u4eba\u6027\u5316\u7684\u667a\u80fd\u4f53\u6a21\u62df\u7684\u8303\u5f0f\u8f6c\u53d8\u3002\u672c\u62a5\u544a\u5c06\u7cfb\u7edf\u68b3\u7406\u5927\u8bed\u8a00\u6a21\u578b\u5728\u793e\u4f1a\u6a21\u62df\u9886\u57df\u7684\u6700\u65b0\u8fdb\u5c55\uff0c\u5305\u62ec\u89d2\u8272\u626e\u6f14\u3001\u7b56\u7565\u535a\u5f08\u3001\u534f\u540c\u51b3\u7b56\u7b49\u5173\u952e\u5e94\u7528\u573a\u666f\uff0c\u63a2\u8ba8\u5176\u5728\u5efa\u6a21\u793e\u4f1a\u884c\u4e3a\u3001\u751f\u6210\u591a\u6837\u60c5\u5883\u548c\u8bc4\u4f30\u653f\u7b56\u6548\u679c\u65b9\u9762\u7684\u6f5c\u529b\u3002\u540c\u65f6\uff0c\u62a5\u544a\u4e5f\u6307\u51fa\u5f53\u524d\u9762\u4e34\u7684\u5173\u952e\u6311\u6218\uff0c\u5982\u591a\u667a\u80fd\u4f53\u4e00\u81f4\u6027\u7ef4\u62a4\u3001\u957f\u671f\u4ea4\u4e92\u7684\u7a33\u5b9a\u6027\u3001\u4ee5\u53ca\u6a21\u62df\u7ed3\u679c\u7684\u53ef\u9a8c\u8bc1\u6027\u4e0e\u53ef\u91cd\u590d\u6027\u95ee\u9898\u3002\u6700\u540e\uff0c\u62a5\u544a\u63d0\u51fa\u672a\u6765\u7814\u7a76\u65b9\u5411\uff0c\u5f3a\u8c03\u7b97\u6cd5\u673a\u5236\u8bbe\u8ba1\u4e0e\u7406\u8bba\u6846\u67b6\u6784\u5efa\u5bf9\u4e8e\u63a8\u52a8\u8be5\u9886\u57df\u79d1\u5b66\u5316\u53d1\u5c55\u7684\u91cd\u8981\u610f\u4e49\u3002<\/p>\n\n\n\n<p><strong>\u8bb2\u8005\u7b80\u4ecb<\/strong><\/p>\n\n\n\n<p>\u51af\u590f\u51b2\uff0c\u9999\u6e2f\u5927\u5b66\u535a\u58eb\u540e\u7814\u7a76\u5458\uff0c\u54c8\u5c14\u6ee8\u5de5\u4e1a\u5927\u5b66\u793e\u4f1a\u8ba1\u7b97\u4e0e\u4ea4\u4e92\u673a\u5668\u4eba\u7814\u7a76\u4e2d\u5fc3\u535a\u58eb\uff0c\u65b0\u52a0\u5761\u56fd\u7acb\u5927\u5b66\u8bbf\u95ee\u5b66\u751f\uff0c\u5bfc\u5e08\u4e3a\u79e6\u5175\u6559\u6388\u548c\u51af\u9a81\u9a8b\u6559\u6388\u3002\u7814\u7a76\u5174\u8da3\u4e3a\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u793e\u4ea4\u667a\u80fd\u4f53\u3002\u5728ACL\u3001TASLP\u3001TMLR\u7b49\u9876\u7ea7\u4f1a\u8bae\u671f\u520a\u53d1\u8868\u8bba\u6587\u591a\u7bc7\u3002\u66fe\u83b7\u4e09\u6b21\u56fd\u5bb6\u5956\u5b66\u91d1\u3001CCL 2021\u6700\u4f73\u82f1\u6587\u957f\u6587\u5956\u3001TMLR\u7efc\u8ff0\u5956\u3001ICASSP 2023 MUG\u7ade\u8d5b\u51a0\u519b\u7b49\u5956\u52b1\u3002\u62c5\u4efbICML\u3001ICLR\u3001ACL Rolling Review\u7b49\u76f8\u5173\u4f1a\u8bae\u7684\u7a0b\u5e8f\u59d4\u5458\u4f1a\u59d4\u5458\u548c\u9886\u57df\u4e3b\u5e2d\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u674e\u4e15\u7ee9\uff1a\u5927\u6a21\u578b\u65f6\u4ee3\u7684\u8111\u7f16\u89e3\u7801\u6280\u672f\u7efc\u8ff0<\/strong><\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"605\" height=\"806\" src=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-38.png\"  class=\"wp-image-88487\" style=\"width:279px;height:auto\" srcset=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-38.png 605w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-38-225x300.png 225w\" sizes=\"auto, (max-width: 605px) 100vw, 605px\" title=\"CCL 2025\u524d\u6cbf\u52a8\u6001\u7efc\u8ff0\u8bb2\u8005\u9635\u5bb9\u63ed\u6653\uff01\u63d2\u56fe8\" alt=\"CCL 2025\u524d\u6cbf\u52a8\u6001\u7efc\u8ff0\u8bb2\u8005\u9635\u5bb9\u63ed\u6653\uff01\u63d2\u56fe8\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center\"><strong>\u674e\u4e15\u7ee9<\/strong>\uff0c<strong>\u5357\u4eac\u822a\u7a7a\u822a\u5929\u5927\u5b66<\/strong><\/p>\n\n\n\n<p><strong>\u62a5\u544a\u7b80\u4ecb<\/strong><\/p>\n\n\n\n<p>\u8111\u79d1\u5b66\u4e0e\u5927\u6a21\u578b\u7684\u5173\u7cfb\u5df2\u4ece\u5355\u5411\u7075\u611f\u6c72\u53d6\u8d70\u5411\u53cc\u5411\u534f\u540c\u521b\u65b0\uff0c\u8111\u79d1\u5b66\u4e3a\u5927\u6a21\u578b\u63d0\u4f9b\u751f\u7269\u667a\u80fd\u7684\u5e95\u5c42\u903b\u8f91\uff0c\u5927\u6a21\u578b\u4e3a\u8111\u79d1\u5b66\u63d0\u4f9b\u89e3\u6790\u590d\u6742\u7cfb\u7edf\u7684\u8d85\u7ea7\u5de5\u5177\u3002\u8111\u7f16\u7801(Brain Encoding)\u662f\u6307\u901a\u8fc7\u5206\u6790\u5916\u90e8\u523a\u6fc0\uff08\u5982\u56fe\u50cf\u3001\u8bed\u8a00\u7b49\uff09\u4e0e\u5927\u8111\u6d3b\u52a8\u4e4b\u95f4\u7684\u5173\u7cfb\uff0c\u5efa\u7acb\u4ece\u523a\u6fc0\u5230\u795e\u7ecf\u4fe1\u53f7\u7684\u6620\u5c04\u6a21\u578b\u3002\u8111\u89e3\u7801(Brain Decoding)\u65e8\u5728\u4ece\u795e\u7ecf\u4fe1\u53f7\u4e2d\u8fd8\u539f\u8bed\u8a00\u3001\u56fe\u50cf\u7b49\u4fe1\u606f\u3002\u672c\u62a5\u544a\u4ece\u8111\u7f16\u7801\u5206\u6790\u4e0e\u8111\u89e3\u7801\u751f\u6210\u4e24\u4e2a\u7ef4\u5ea6\u7efc\u8ff0\u5927\u6a21\u578b\u4e0e\u8111\u79d1\u5b66\u4ea4\u53c9\u7814\u7a76\u4e2d\u7684\u63a2\u7d22\u53ca\u6210\u679c\uff0c\u5e76\u5206\u6790\u5f53\u524d\u5b58\u5728\u7684\u6311\u6218\u4e0e\u672a\u6765\u53d1\u5c55\u65b9\u5411\u3002<\/p>\n\n\n\n<p><strong>\u8bb2\u8005\u7b80\u4ecb<\/strong><\/p>\n\n\n\n<p>\u674e\u4e15\u7ee9\uff0c\u5357\u4eac\u822a\u7a7a\u822a\u5929\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u6280\u672f\u5b66\u9662\/\u4eba\u5de5\u667a\u80fd\u5b66\u9662\u6559\u6388\uff0c\u535a\u58eb\u751f\u5bfc\u5e08\u3002\u4ed6\u672c\u79d1\u548c\u7855\u58eb\u5c31\u8bfb\u4e8e\u5c71\u4e1c\u5927\u5b66\uff0c2018 \u5e74\u535a\u58eb\u6bd5\u4e1a\u4e8e\u9999\u6e2f\u4e2d\u6587\u5927\u5b66\uff0c\u66fe\u4efb\u817e\u8baf AI Lab \u81ea\u7136\u8bed\u8a00\u5904\u7406\u4e2d\u5fc3\u9ad8\u7ea7\u7814\u7a76\u5458\u3002\u4ed6\u7684\u7814\u7a76\u65b9\u5411\u4e3b\u8981\u4e3a\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff0c\u5305\u62ec\u9884\u8bad\u7ec3\u6a21\u578b\u3001\u4fe1\u606f\u68c0\u7d22\u3001\u6587\u672c\u6316\u6398\u3001\u6587\u672c\u751f\u6210\u548c\u5bf9\u8bdd\u7cfb\u7edf\u3002\u4ed6\u66fe\u5728\u76f8\u5173\u9886\u57df\u9876\u7ea7\u4f1a\u8bae\u5982 ACL\u3001EMNLP\u3001SIGIR\u3001WWW\u7b49\u53d1\u8868\u5b66\u672f\u8bba\u6587 50 \u4f59\u7bc7\u3002\u4ed6\u53d7\u9080\u62c5\u4efbACL\u3001NeurIPS \u7b49\u76f8\u5173\u4f1a\u8bae\u7684\u7a0b\u5e8f\u59d4\u5458\u4f1a\u59d4\u5458\u548c\u5ba1\u7a3f\u4eba\uff0cEMNLP2020 \u548c IJCAI2021 \u7684\u9886\u57df\u4e3b\u5e2d\uff0c\u671f\u520a Neurocomputing \u7684\u7f16\u59d4 Associate Editor\u3002\u4ed6\u5728\u5de5\u4e1a\u754c\u5de5\u4f5c\u671f\u95f4\u8d1f\u8d23\u4e86\u591a\u4e2a\u8bed\u8a00\u7406\u89e3\u3001\u6587\u672c\u751f\u6210\u548c\u667a\u80fd\u5bf9\u8bdd\u76f8\u5173\u91cd\u8981\u9879\u76ee\u7684\u7b97\u6cd5\u7814\u53d1\u548c\u4ea7\u54c1\u53d1\u5e03\u3002\u4ed6\u66fe\u83b7 2021 \u5e74\u5ea6\u5357\u4eac\u822a\u7a7a\u822a\u5929\u5927\u5b66&#8221;\u957f\u7a7a\u5b66\u8005&#8221;\u3001ACM \u5357\u4eac\u5206\u4f1a 2021 \u5e74\u5ea6\u65b0\u661f\u5956\u3002\u4e3b\u6301\u548c\u53c2\u4e0e\u591a\u4e2a\u9879\u76ee\uff0c\u5982\u56fd\u5bb6\u91cd\u70b9\u7814\u53d1\u8ba1\u5212\u3001\u56fd\u5bb6\u81ea\u7136\u57fa\u91d1\u9879\u76ee\u3001CCF-\u817e\u8baf\u7280\u725b\u9e1f\u57fa\u91d1\u3001CCF-\u667a\u8c31\u5927\u6a21\u578b\u57fa\u91d1\u3001CCF-\u767e\u5ea6\u677e\u679c\u57fa\u91d1\u7b49\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u674e\u9e4f\uff1a\u57fa\u4e8e\u667a\u80fd\u4f53\u7684\u81ea\u4e3b\u79d1\u5b66\u53d1\u73b0\u7814\u7a76\u7efc\u8ff0<\/strong><\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"1024\" src=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-39-768x1024.png\"  class=\"wp-image-88488\" style=\"width:268px;height:auto\" srcset=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-39-768x1024.png 768w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-39-225x300.png 225w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-39.png 1078w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" title=\"CCL 2025\u524d\u6cbf\u52a8\u6001\u7efc\u8ff0\u8bb2\u8005\u9635\u5bb9\u63ed\u6653\uff01\u63d2\u56fe9\" alt=\"CCL 2025\u524d\u6cbf\u52a8\u6001\u7efc\u8ff0\u8bb2\u8005\u9635\u5bb9\u63ed\u6653\uff01\u63d2\u56fe9\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center\"><strong>\u674e\u9e4f<\/strong>\uff0c<strong>\u6e05\u534e\u5927\u5b66<\/strong><\/p>\n\n\n\n<p><strong>\u62a5\u544a\u7b80\u4ecb<\/strong><\/p>\n\n\n\n<p>\u8fd1\u671f\u7684\u7814\u7a76\u8868\u660e\uff0c\u5927\u6a21\u578b\u667a\u80fd\u4f53\u5728\u79d1\u5b66\u7814\u7a76\u7684\u5404\u4e2a\u5173\u952e\u73af\u8282\u4e2d\u80fd\u591f\u4e3a\u4eba\u7c7b\u63d0\u4f9b\u6709\u6548\u652f\u6301\u3002\u7136\u800c\uff0c\u5927\u6a21\u578b\u667a\u80fd\u4f53\u662f\u5426\u5177\u5907\u81ea\u4e3b\u4ea7\u751f\u79d1\u5b66\u53d1\u73b0\u7684\u80fd\u529b\uff0c\u4ecd\u662f\u4e00\u4e2a\u5c1a\u672a\u89e3\u51b3\u7684\u5f00\u653e\u6027\u95ee\u9898\u3002\u672c\u6587\u5c06\u7cfb\u7edf\u56de\u987e\u5927\u6a21\u578b\u667a\u80fd\u4f53\u5728\u6587\u732e\u8c03\u7814\u3001\u63d0\u6848\u63d0\u51fa\u3001\u5b9e\u9a8c\u6267\u884c\u4e0e\u7cfb\u7edf\u6027\u8bc1\u4f2a\u7b49\u79d1\u7814\u6838\u5fc3\u73af\u8282\u4e2d\u7684\u7814\u7a76\u8fdb\u5c55\u4e0e\u5e94\u7528\u5b9e\u8df5\uff0c\u4ecb\u7ecd\u82e5\u5e72\u5177\u6709\u4ee3\u8868\u6027\u7684\u7aef\u5230\u7aef\u81ea\u4e3b\u79d1\u5b66\u53d1\u73b0\u7cfb\u7edf\u7684\u8bbe\u8ba1\u601d\u8def\uff0c\u5e76\u8fdb\u4e00\u6b65\u63a2\u8ba8\u4eba\u5de5\u667a\u80fd\u5b9e\u73b0\u5168\u81ea\u4e3b\u79d1\u5b66\u53d1\u73b0\u6240\u9762\u4e34\u7684\u4e3b\u8981\u6311\u6218\u4e0e\u53d1\u5c55\u524d\u666f\u3002<\/p>\n\n\n\n<p><strong>\u8bb2\u8005\u7b80\u4ecb<\/strong><\/p>\n\n\n\n<p>\u674e\u9e4f\uff0c\u6e05\u534e\u5927\u5b66\u667a\u80fd\u4ea7\u4e1a\u7814\u7a76\u9662\u526f\u7814\u7a76\u5458\uff0c\u4e3b\u8981\u7814\u7a76\u5174\u8da3\u5305\u62ec\u5927\u6a21\u578b\u3001\u667a\u80fd\u4f53\u3001AI4Math\u7b49\uff0c\u5728\u4eba\u5de5\u667a\u80fd\u91cd\u8981\u56fd\u9645\u4f1a\u8bae\u4e0e\u671f\u520a\u53d1\u8868\u8bba\u658790\u4f59\u7bc7\uff0c\u66fe\u83b7ACL 2023\u6770\u51fa\u8bba\u6587\u5956\uff0c\u66fe\u5728\u591a\u4e2a\u56fd\u9645\u4e0a\u6df1\u5177\u5f71\u54cd\u529b\u7684\u699c\u5355\u4e0a\u8d85\u8fc7Google Research\u3001OpenAI\u7b49\u56e2\u961f\u83b7\u5f97\u7b2c\u4e00\u540d\uff0c\u4e3b\u6301\u79d1\u6280\u521b\u65b02030\u91cd\u5927\u9879\u76ee\u8bfe\u9898\u3001\u56fd\u5bb6\u81ea\u7136\u79d1\u5b66\u57fa\u91d1\u9762\u4e0a\u9879\u76ee\u7b49\u79d1\u6280\u9879\u76ee\uff0c\u66fe\u4efbACL\u3001EMNLP\u3001NAACL\u7b49\u91cd\u8981\u56fd\u9645\u4f1a\u8bae\u9886\u57df\u4e3b\u5e2d\u7b49\u3002\u7814\u7a76\u6210\u679c\u5728\u767e\u5ea6\u3001\u817e\u8baf\u5fae\u4fe1\u7b49\u5343\u4e07\u7ea7\u65e5\u6d3b\u4ea7\u54c1\u4e2d\u83b7\u5f97\u5e94\u7528\u5e76\u53d6\u5f97\u663e\u8457\u6210\u6548\uff0c\u83b7\u5f97\u4e2d\u56fd\u4e2d\u6587\u4fe1\u606f\u5b66\u4f1a\u94b1\u4f1f\u957f\u4e2d\u6587\u4fe1\u606f\u5904\u7406\u79d1\u5b66\u6280\u672f\u5956\u4e00\u7b49\u5956\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u9648\u7389\u535a\uff1a\u5927\u8bed\u8a00\u6a21\u578b\u77e5\u8bc6\u589e\u5f3a\u7814\u7a76\u7efc\u8ff0<\/strong><\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"342\" height=\"456\" src=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-40.png\"  class=\"wp-image-88489\" style=\"width:314px;height:auto\" srcset=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-40.png 342w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-40-225x300.png 225w\" sizes=\"auto, (max-width: 342px) 100vw, 342px\" title=\"CCL 2025\u524d\u6cbf\u52a8\u6001\u7efc\u8ff0\u8bb2\u8005\u9635\u5bb9\u63ed\u6653\uff01\u63d2\u56fe10\" alt=\"CCL 2025\u524d\u6cbf\u52a8\u6001\u7efc\u8ff0\u8bb2\u8005\u9635\u5bb9\u63ed\u6653\uff01\u63d2\u56fe10\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center\"><strong>\u9648\u7389\u535a<\/strong>\uff0c<strong>\u4e2d\u56fd\u79d1\u5b66\u9662\u81ea\u52a8\u5316\u7814\u7a76\u6240<\/strong><\/p>\n\n\n\n<p><strong>\u62a5\u544a\u7b80\u4ecb<\/strong><\/p>\n\n\n\n<p>\u8fd1\u5e74\u6765\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u5728\u77e5\u8bc6\u5bc6\u96c6\u578b\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e0a\u53d6\u5f97\u4e86\u4ee4\u4eba\u77a9\u76ee\u7684\u8fdb\u6b65\u3002\u8fd9\u4f3c\u4e4e\u8868\u660e\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u80fd\u591f\u81ea\u53d1\u5730\u4ece\u8bed\u6599\u4e2d\u5b66\u4e60\u5927\u91cf\u77e5\u8bc6\uff0c\u5e76\u9690\u5f0f\u5730\u4fdd\u5b58\u5728\u53c2\u6570\u4e4b\u4e2d\u3002\u7136\u800c\uff0c\u8fd9\u4e00\u73b0\u8c61\u7684\u80cc\u540e\u673a\u7406\u4ecd\u7136\u8426\u7ed5\u7740\u8bb8\u591a\u8c1c\u56e2\u3002\u5927\u8bed\u8a00\u6a21\u578b\u5982\u4f55\u5b58\u50a8\u548c\u8fd0\u7528\u77e5\u8bc6\uff1f\u5982\u4f55\u6309\u9700\u4fee\u6539\u5927\u8bed\u8a00\u6a21\u578b\u4e2d\u7684\u77e5\u8bc6\uff1f\u5982\u4f55\u5f25\u8865\u5927\u8bed\u8a00\u6a21\u578b\u7684\u77e5\u8bc6\u4e0d\u8db3\uff1f\u8fd9\u4e9b\u95ee\u9898\u90fd\u4e9f\u5f85\u8fdb\u4e00\u6b65\u63a2\u7d22\u3002\u8be5\u62a5\u544a\u5c06\u91cd\u70b9\u4ecb\u7ecd\u5927\u8bed\u8a00\u6a21\u578b\u7684\u77e5\u8bc6\u673a\u7406\u5206\u6790\u3001\u77e5\u8bc6\u7f16\u8f91\u4e0e\u77e5\u8bc6\u589e\u5f3a\u65b9\u9762\u7684\u57fa\u7840\u77e5\u8bc6\u548c\u8fd1\u671f\u7814\u7a76\u8fdb\u5c55\u3002<\/p>\n\n\n\n<p><strong>\u8bb2\u8005\u7b80\u4ecb<\/strong><\/p>\n\n\n\n<p>\u9648\u7389\u535a\uff0c\u4e2d\u56fd\u79d1\u5b66\u9662\u81ea\u52a8\u5316\u7814\u7a76\u6240\u526f\u7814\u7a76\u5458\uff0c\u5165\u9009\u7b2c\u4e94\u5c4a\u4e2d\u56fd\u79d1\u534f\u9752\u5e74\u4eba\u624d\u6258\u4e3e\u5de5\u7a0b\u3001\u4e2d\u56fd\u79d1\u5b66\u9662\u9752\u5e74\u521b\u65b0\u4fc3\u8fdb\u4f1a\u4f1a\u5458\u3001\u5168\u7403\u534e\u4ebaAI\u9752\u5e74\u5b66\u8005\u3001\u5317\u4eac\u5e02\u79d1\u6280\u65b0\u661f\uff0c2023\u30012024\u5e74\u8fde\u7eed\u5165\u9009\u7f8e\u56fd\u65af\u5766\u798f\u5927\u5b66\u53d1\u5e03\u7684\u5168\u7403\u524d2%\u9876\u5c16\u79d1\u5b66\u5bb6\u699c\u5355\u3002\u7814\u7a76\u65b9\u5411\u4e3a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u77e5\u8bc6\u56fe\u8c31\u548c\u5927\u6a21\u578b\uff0c\u5728ACL\u3001NeurIPS\u3001ICLR \u7b49\u56fd\u9645\u91cd\u8981\u4f1a\u8bae\u548c\u671f\u520a\u53d1\u8868\u5b66\u672f\u8bba\u658780\u4f59\u7bc7\uff0cGoogle Scholar\u5f15\u7528\u91cf7200\u4f59\u6b21\uff0c\u5176\u4e2d\u4e00\u7bc7\u8bba\u6587\u5165\u9009ESI\u9ad8\u88ab\u5f15\u8bba\u6587\uff0c\u4e24\u7bc7\u8bba\u6587\u5165\u9009ACL\u3001EMNLP\u9ad8\u5f71\u54cd\u529b\u8bba\u6587\uff08Paper Digest\u8bc4\u9009\uff09\uff0c\u83b7\u5f97\u56fd\u9645\u8bed\u4e49\u7f51\u5927\u4f1aISWC 2023\uff08CCF 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