{"id":88565,"date":"2025-07-24T10:12:45","date_gmt":"2025-07-24T02:12:45","guid":{"rendered":"http:\/\/cips-cl.org\/?p=88565"},"modified":"2025-07-24T10:12:47","modified_gmt":"2025-07-24T02:12:47","slug":"ccl-2025%e7%83%ad%e7%82%b9%e8%ae%ba%e6%96%87%e8%ae%ba%e5%9d%9b%e5%90%8d%e5%8d%95%e5%85%ac%e5%b8%83%ef%bc%81","status":"publish","type":"post","link":"http:\/\/cips-cl.org\/?p=88565","title":{"rendered":"CCL 2025\u70ed\u70b9\u8bba\u6587\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01"},"content":{"rendered":"\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/img.xiumi.us\/xmi\/ua\/5jAZz\/i\/e648728b8c179fa9fff64e1e03c7de6b-sz_495686.jpg\" title=\"CCL 2025\u70ed\u70b9\u8bba\u6587\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe\" alt=\"CCL 2025\u70ed\u70b9\u8bba\u6587\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe\" \/><\/figure>\n<\/div><\/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>\u70ed\u70b9\u8bba\u6587\u8bba\u575b\u5c06\u7531\u9f50\u9c81\u5de5\u4e1a\u5927\u5b66\uff08\u5c71\u4e1c\u7701\u79d1\u5b66\u9662\uff09\u53f8\u52a0\u80dc\u8bb2\u5e08\u3001\u963f\u91cc\u901a\u4e49\u5343\u95ee\u56e2\u961f\u4e8e\u4e50\u5de5\u7a0b\u5e08\u3001\u590d\u65e6\u5927\u5b66\u535a\u58eb\u751f\u6c6a\u51b0\u6d77\u3001\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u535a\u58eb\u751f\u4f55\u5fd7\u5a01\u3001\u590d\u65e6\u5927\u5b66\u535a\u58eb\u751f\u5f20\u8f9b\u519c\u3001\u6e05\u534e\u5927\u5b66\u535a\u58eb\u751f\u9ec4\u781a\u661f\u3001\u4e2d\u56fd\u79d1\u5b66\u6280\u672f\u5927\u5b66\u535a\u58eb\u751f\u6731\u5fc3\u8fdc\u3001\u65b0\u52a0\u5761\u56fd\u7acb\u5927\u5b66\u9ec4\u6668\u535a\u58eb\u8fdb\u884c\u4e13\u9898\u62a5\u544a\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"382\" height=\"384\" src=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-81.png\"  class=\"wp-image-88566\" srcset=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-81.png 382w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-81-298x300.png 298w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-81-150x150.png 150w\" sizes=\"auto, (max-width: 382px) 100vw, 382px\" title=\"CCL 2025\u70ed\u70b9\u8bba\u6587\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe1\" alt=\"CCL 2025\u70ed\u70b9\u8bba\u6587\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe1\" \/><\/figure>\n<\/div>\n\n\n<p 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>\u70ed\u70b9\u8bba\u6587\u62a5\u544a\u4e3b\u6301\u4eba<\/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-82-768x1024.png\"  class=\"wp-image-88567\" style=\"width:358px;height:auto\" srcset=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-82-768x1024.png 768w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-82-225x300.png 225w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-82.png 860w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" title=\"CCL 2025\u70ed\u70b9\u8bba\u6587\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe2\" alt=\"CCL 2025\u70ed\u70b9\u8bba\u6587\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe2\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center\"><strong>\u4e3b\u6301\u4eba\uff1a\u6797\u9e3f\u5b87<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center\"><strong>\u4e3b\u6301\u4eba\u5355\u4f4d\uff1a<\/strong><strong>\u4e2d\u56fd\u79d1\u5b66\u9662\u8f6f\u4ef6\u7814\u7a76\u6240<\/strong><\/p>\n\n\n\n<p><strong>\u4e2a\u4eba\u4ecb\u7ecd\uff1a<\/strong><\/p>\n\n\n\n<p>\u6797\u9e3f\u5b87\uff0c\u4e2d\u56fd\u79d1\u5b66\u9662\u8f6f\u4ef6\u7814\u7a76\u6240\u526f\u7814\u7a76\u5458\u3002\u7814\u7a76\u65b9\u5411\u4e3a\u5927\u8bed\u8a00\u6a21\u578b\u77e5\u8bc6\u673a\u5236\u4e0e\u540e\u8bad\u7ec3\u3002\u8fd1\u5e74\u6765\u5728ACL\/NeurIPS\/ICLR\/AIJ\u7b49\u81ea\u7136\u8bed\u8a00\u5904\u7406\u548c\u4eba\u5de5\u667a\u80fd\u9886\u57df\u56fd\u9645\u9876\u7ea7\u671f\u520a\u53ca\u5b66\u672f\u4f1a\u8bae\u4e0a\u53d1\u8868\u8bba\u658770\u4f59\u7bc7\uff0c\u4e3b\u6301\u548c\u53c2\u4e0e\u5305\u62ec\u56fd\u5bb6\u81ea\u7136\u79d1\u5b66\u57fa\u91d1\u9762\u4e0a\/\u9752\u5e74\u57fa\u91d1\u3001\u56fd\u5bb6\u81ea\u7136\u79d1\u5b66\u57fa\u91d1\u91cd\u70b9\u9879\u76ee\u548c\u4e2d\u56fd\u79d1\u5b66\u9662\u6218\u7565\u5148\u5bfcA\u7c7b\u9879\u76ee\u5728\u5185\u7684\u591a\u9879\u56fd\u5bb6\u7ea7\u3001\u90e8\u59d4\u7ea7\u9879\u76ee\uff0c\u4ee5\u53caCCF-\u767e\u5ea6\u677e\u679c\u57fa\u91d1\u3001\u817e\u8baf\u5fae\u4fe1\u7280\u725b\u9e1f\u57fa\u91d1\u7b49\u5728\u5185\u7684\u591a\u9879\u4f01\u4e1a\u5408\u4f5c\u9879\u76ee\u3002\u66fe\u83b7ACL2024\u9886\u57df\u6700\u4f73\u8bba\u6587\u5956\u3001EDBT2025 Best Paper Runner-Up\u3001\u4e2d\u56fd\u79d1\u5b66\u9662\u9662\u957f\u5956\u7279\u522b\u5956\u3001\u4e2d\u56fd\u4e2d\u6587\u4fe1\u606f\u5b66\u4f1a\u4f18\u535a\u3001\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&nbsp; &nbsp;&nbsp;<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"676\" height=\"1024\" src=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-83-676x1024.png\"  class=\"wp-image-88568\" style=\"width:332px;height:auto\" srcset=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-83-676x1024.png 676w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-83-198x300.png 198w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-83-768x1163.png 768w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-83-1015x1536.png 1015w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-83.png 1080w\" sizes=\"auto, (max-width: 676px) 100vw, 676px\" title=\"CCL 2025\u70ed\u70b9\u8bba\u6587\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe3\" alt=\"CCL 2025\u70ed\u70b9\u8bba\u6587\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe3\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center\"><strong>\u4e3b\u6301\u4eba\uff1a\u5f20\u502c\u80dc<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center\"><strong>\u4e3b\u6301\u4eba\u5355\u4f4d\uff1a<\/strong><strong>\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66<\/strong><\/p>\n\n\n\n<p><strong>\u4e2a\u4eba\u4ecb\u7ecd\uff1a<\/strong><\/p>\n\n\n\n<p>\u5f20\u502c\u80dc\uff0c\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u957f\u8058\u6559\u8f68\u52a9\u7406\u6559\u6388\u3001\u535a\u58eb\u751f\u5bfc\u5e08\u3002\u7814\u7a76\u65b9\u5411\u4e3a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u5927\u6a21\u578b\u667a\u80fd\u4f53\u4e0e\u5b89\u5168\u3002\u5165\u9009\u4e2d\u56fd\u4e2d\u6587\u4fe1\u606f\u5b66\u4f1a\u4f18\u535a\u3001ACM SIGAI\u4f18\u535a\u3001\u5168\u7403AI\u534e\u4eba\u767e\u5f3a\u5b66\u672f\u65b0\u661f\u3001\u4e16\u754c\u4eba\u5de5\u667a\u80fd\u5927\u4f1a\u4e91\u5e06\u5956\u7480\u74a8\u660e\u661f\u3002\u5728TPAMI\uff0cCSUR\uff0cICLR\uff0cICML\uff0cACL\uff0cAAAI\u7b49\u9876\u7ea7\u671f\u520a\u548c\u4f1a\u8bae\u4e0a\u53d1\u8868\u8bba\u658780\u7bc7\uff0cGoogle Scholar\u88ab\u5f157800\u6b21\uff0c\u5f00\u6e90\u6210\u679c\u83b7\u5f972\u4e07GitHub\u661f\u6807\u3002\u83b7\u5f972024\u4e16\u754c\u4eba\u5de5\u667a\u80fd\u5927\u4f1a\u9752\u5e74\u4f18\u79c0\u8bba\u6587\u5956\uff0c3\u7bc7\u8bba\u6587\uff08ICLR\/AAAI\uff09\u5165\u9009Paper Digest\u6700\u5177\u5f71\u54cd\u529b\u8bba\u6587\u3002\u62c5\u4efb\u4e2d\u6587\u4fe1\u606f\u5b66\u4f1a\u9752\u5e74\u5de5\u4f5c\u59d4\u5458\u4f1a\u59d4\u5458\u3001\u5927\u6a21\u578b\u4e0e\u751f\u6210\u4e13\u4e1a\u59d4\u5458\u4f1a\u59d4\u5458\uff0cACL Rolling Review\u6267\u884c\u7f16\u59d4\u3001ACL\u3001EMNLP\u3001NAACL\u7b49\u56fd\u9645\u9876\u7ea7\u4f1a\u8bae\uff08\u8d44\u6df1\uff09\u9886\u57df\u4e3b\u5e2d\uff0cCCL2022\u3001CCL 2024\u5206\u59d4\u4f1a\u5171\u540c\u4e3b\u5e2d\u3002&nbsp; &nbsp;&nbsp;<\/p>\n\n\n\n<p>\u200b<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"640\" src=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-84.png\"  class=\"wp-image-88569\" style=\"width:338px;height:auto\" srcset=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-84.png 640w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-84-300x300.png 300w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-84-150x150.png 150w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" title=\"CCL 2025\u70ed\u70b9\u8bba\u6587\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe4\" alt=\"CCL 2025\u70ed\u70b9\u8bba\u6587\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe4\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center\"><strong>\u4e3b\u6301\u4eba\uff1a\u96f7\u6587\u5f3a<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center\"><strong>\u4e3b\u6301\u4eba\u5355\u4f4d\uff1a<\/strong><strong>\u56db\u5ddd\u5927\u5b66<\/strong><\/p>\n\n\n\n<p><strong>\u4e2a\u4eba\u4ecb\u7ecd\uff1a<\/strong><\/p>\n\n\n\n<p>\u96f7\u6587\u5f3a\uff0c\u56db\u5ddd\u5927\u5b66\u8ba1\u7b97\u673a\u5b66\u9662\u9662\u957f\u52a9\u7406\u3001\u6559\u6388\u3001\u535a\u58eb\u751f\u5bfc\u5e08\uff0c\u56fd\u5bb6\u7ea7\u9752\u5e74\u4eba\u624d\uff0c\u535a\u58eb\u6bd5\u4e1a\u4e8e\u65b0\u52a0\u5761\u56fd\u7acb\u5927\u5b66\u3002\u4ece\u4e8b\u57fa\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u4fe1\u606f\u68c0\u7d22\u3001\u4eba\u673a\u4ea4\u4e92\u7cfb\u7edf\u7814\u7a76\u3002\u5148\u540e\u4e3b\u6301\u56fd\u5bb6\u91cd\u70b9\u7814\u53d1\u8ba1\u5212\u8bfe\u9898\u3001\u56fd\u5bb6\u81ea\u7136\u79d1\u5b66\u57fa\u91d1\u9762\u4e0a\u9879\u76ee\u7b49\uff0c\u5e76\u4ee5\u7b2c\u4e00\u4f5c\u8005\u6216\u8005\u901a\u8baf\u4f5c\u8005\u53d1\u8868\u4e2d\u56fd\u8ba1\u7b97\u673a\u5b66\u4f1aA\u7c7b\u957f\u6587\uff08CCF-A\uff09\u6570\u5341\u7bc7\uff0c\u591a\u7bc7\u4e00\u4f5c\/\u901a\u8baf\u6587\u7ae0\u4e24\u5e74\u5185\u5f15\u7528\u8fc7\u767e\uff0c\u83b7ACM MM2020\u6700\u4f73\u8bba\u6587\u5956\uff0cACL 2024\u9886\u57df\u4e3b\u5e2d\u5956\u3002\u591a\u6b21\u5728\u56fd\u9645\u9876\u7ea7\u4f1a\u8bae\uff0c\u6bd4\u5982ACL\uff0cSIGIR\u4e0a\u505aTutorial\u3002\u5148\u540e\u62c5\u4efb\u5404\u5927\u9876\u7ea7\u56fd\u9645\u4f1a\u8bae\u6bd4\u5982ACL\uff0cKDD\uff0cAAAI\uff0cIJCAI\uff0cWSDM\uff0cEMNLP\u7b49\uff08\u9ad8\u7ea7\uff09\u7a0b\u5e8f\u59d4\u5458\u4f1a\u59d4\u5458\uff0c\u5e76\u62c5\u4efb\u65b0\u52a0\u5761\u5168\u56fd\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4f1a\u8baeSSNLP2021\u7684\u7a0b\u5e8f\u59d4\u5458\u4f1a\u4e3b\u5e2d\u3001\u4ee5\u53ca\u62c5\u4efb\u91cd\u8981\u671f\u520aACM Trans. on Web\u7684\u5ba2\u5ea7\u7f16\u59d4\u3002&nbsp; &nbsp;&nbsp;&nbsp;<\/p>\n\n\n\n<p><strong>\u53f8\u52a0\u80dc\uff1aCHECKWHY: Causal Fact Verification via Argument Structur<\/strong><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"398\" height=\"531\" src=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-85.png\"  class=\"wp-image-88570\" style=\"width:356px;height:auto\" srcset=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-85.png 398w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-85-225x300.png 225w\" sizes=\"auto, (max-width: 398px) 100vw, 398px\" title=\"CCL 2025\u70ed\u70b9\u8bba\u6587\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe5\" alt=\"CCL 2025\u70ed\u70b9\u8bba\u6587\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe5\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center\"><strong>\u8bb2\u8005\uff1a\u53f8\u52a0\u80dc<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center\"><strong>\u8bb2\u8005\u5355\u4f4d\uff1a\u9f50\u9c81\u5de5\u4e1a\u5927\u5b66\uff08\u5c71\u4e1c\u7701\u79d1\u5b66\u9662\uff09<\/strong><\/p>\n\n\n\n<p><strong>\u62a5\u544a\u6458\u8981\uff1a<\/strong><\/p>\n\n\n\n<p>\u4e8b\u5b9e\u6838\u67e5\uff08Fact Checking\uff09\u662f\u5e94\u5bf9\u793e\u4ea4\u7f51\u7edc\u4e2d\u865a\u5047\u4fe1\u606f\u7684\u8513\u5ef6\u7684\u6709\u6548\u624b\u6bb5\u4e4b\u4e00\u3002\u5f53\u524d\u7684\u4e8b\u5b9e\u6838\u67e5\u6570\u636e\u5f80\u5f80\u4ee5\u539f\u5b50\u6027\u8bed\u4e49\u6838\u67e5\u4e3a\u4e3b\uff0c\u7136\u800c\uff0c\u5355\u4f53\u6027\u4e8b\u4ef6\u5728\u793e\u4ea4\u7f51\u7edc\u7684\u4f20\u64ad\u8fc7\u7a0b\u4e2d\u5f80\u5f80\u5bb9\u6613\u89e6\u53d1\u884d\u4f38\u6027\u4e8b\u4ef6\uff0c\u8be5\u4ea4\u53c9\u7c7b\u4e8b\u4ef6\u4e4b\u95f4\u662f\u5426\u5b58\u5728\u56e0\u679c\u5173\u7cfb\u76ee\u524d\u5c11\u6709\u4eba\u5173\u6ce8\u3002\u7531\u6b64\uff0c\u672c\u6587\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u578b\u7684\u56e0\u679c\u4e8b\u5b9e\u6838\u67e5\u4efb\u52a1\uff0c\u901a\u8fc7\u5f15\u5165\u903b\u8f91\u5b66\u7684\u5b8f\u89c2\u8bba\u8bc1\u7ed3\u6784\u6765\u663e\u5f0f\u63cf\u8ff0\u591a\u8df3\u8bc1\u636e\u4e4b\u95f4\u7684\u63a8\u7406\u8fc7\u7a0b\uff0c\u5e76\u4ee5\u5927\u6a21\u578b-\u4eba\u7c7b\u534f\u540c\u7684\u65b9\u5f0f\u63d0\u51fa\u4e86\u5bf9\u5e94\u7684\u6570\u636e\u96c6CheckWhy\uff08\u5df2\u5f00\u6e90\uff09\u3002\u57fa\u4e8e\u6240\u63d0\u7684\u56db\u79cd\u4efb\u52a1\uff0c\u672c\u6587\u9a8c\u8bc1\u4e86\u5927\u6a21\u578b\u5728\u751f\u6210\u4eba\u7c7b\u53ef\u7406\u89e3\u7684\u63a8\u7406\u8fc7\u7a0b\u65b9\u9762\u4ecd\u6709\u8f83\u5927\u63d0\u5347\u7a7a\u95f4\u3002<\/p>\n\n\n\n<p><strong>\u4e2a\u4eba\u4ecb\u7ecd\uff1a<\/strong><\/p>\n\n\n\n<p>\u53f8\u52a0\u80dc\uff0c\u9f50\u9c81\u5de5\u4e1a\u5927\u5b66\uff08\u5c71\u4e1c\u7701\u79d1\u5b66\u9662\uff09\u8bb2\u5e08\uff0c\u7855\u58eb\u751f\u5bfc\u5e08\uff0c\u5c71\u4e1c\u7701\u9752\u5e74\u6cf0\u5c71\u5b66\u8005\uff0c\u535a\u58eb\u6bd5\u4e1a\u4e8e\u4e1c\u5357\u5927\u5b66PALM\u5b9e\u9a8c\u5ba4\u3002\u7814\u7a76\u65b9\u5411\u4e3a\u865a\u5047\u6570\u636e\u6316\u6398\u3001\u8bba\u8fa9\u6316\u6398\u548c\u533b\u7597\u5927\u6a21\u578b\uff0c\u81f4\u529b\u4e8e\u63a2\u7d22\u5927\u6a21\u578b\u5728\u793e\u4f1a\u6027\u4efb\u52a1\u4e0a\u7684\u53ef\u884c\u6027\u3002\u5728ACL\u3001KDD\u3001AAAI\u7b49\u9876\u7ea7\u4f1a\u8bae\u53d1\u8868\u8bba\u658720\u4f59\u7bc7\uff0c\u83b7ACL 2024\u6770\u51fa\u8bba\u6587\u5956\u548c\u9ad8\u7ea7\u9886\u57df\u4e3b\u5e2d\u5956\uff0c\u4e3b\u6301\u53ca\u53c2\u4e0e\u591a\u9879\u56fd\u5bb6\u7ea7\u548c\u7701\u90e8\u7ea7\u9879\u76ee\uff0c\u53c2\u4e0e\u7814\u53d1\u6241\u4ed3\u4e2d\u533b\u5927\u6a21\u578b\u3002\u76ee\u524d\u62c5\u4efbACL ARR\u7cfb\u5217\u4f1a\u8bae\u9886\u57df\u4e3b\u5e2d\uff0cCIPS\u9752\u5e74\u5de5\u4f5c\u59d4\u5458\u4f1a\u79d8\u4e66\u5904\u59d4\u5458\u3002<\/p>\n\n\n\n<p><strong>\u4e8e\u4e50\uff1aBeyond the 80\/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning<\/strong><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"767\" height=\"1024\" src=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-86-767x1024.png\"  class=\"wp-image-88571\" style=\"width:335px;height:auto\" srcset=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-86-767x1024.png 767w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-86-225x300.png 225w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-86-768x1025.png 768w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-86.png 1041w\" sizes=\"auto, (max-width: 767px) 100vw, 767px\" title=\"CCL 2025\u70ed\u70b9\u8bba\u6587\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe6\" alt=\"CCL 2025\u70ed\u70b9\u8bba\u6587\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe6\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center\"><strong>\u8bb2\u8005\uff1a\u4e8e\u4e50<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center\"><strong>\u8bb2\u8005\u5355\u4f4d\uff1a\u963f\u91cc\u901a\u4e49\u5343\u95ee\u56e2\u961f<\/strong><\/p>\n\n\n\n<p><strong>\u62a5\u544a\u6458\u8981\uff1a<\/strong><\/p>\n\n\n\n<p>\u5728\u672c\u5de5\u4f5c\u4e2d\uff0c\u6211\u4eec\u8be6\u7ec6\u5206\u6790\u4e86\u5927\u8bed\u8a00\u6a21\u578b\u601d\u7ef4\u94fe\u5728\u5f3a\u5316\u5b66\u4e60\u4e2d\u7684\u7279\u70b9\uff0c\u53d1\u73b0\u601d\u7ef4\u94fe\u4e2d\u4ec5\u6709\u5c11\u91cf\u7684tokens\u5448\u73b0\u9ad8\u71b5\u7684\u72b6\u6001\uff0c\u4e3b\u8981\u8d77\u5230 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Law<\/strong><\/p>\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-87-768x1024.png\"  class=\"wp-image-88572\" style=\"width:324px;height:auto\" srcset=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-87-768x1024.png 768w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-87-225x300.png 225w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-87.png 810w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" title=\"CCL 2025\u70ed\u70b9\u8bba\u6587\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe7\" alt=\"CCL 2025\u70ed\u70b9\u8bba\u6587\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe7\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center\"><strong>\u8bb2\u8005\uff1a<\/strong><strong>\u6c6a\u51b0\u6d77<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center\"><strong>\u8bb2\u8005\u5355\u4f4d\uff1a\u590d\u65e6\u5927\u5b66<\/strong><\/p>\n\n\n\n<p><strong>\u62a5\u544a\u6458\u8981\uff1a<\/strong><\/p>\n\n\n\n<p>\u53d7\u5230\u8bed\u8a00\u5efa\u6a21\u7684Scaling Law\u542f\u53d1\uff0c\u6211\u4eec\u53d1\u73b0\u504f\u597d\u5efa\u6a21\uff08\u5956\u52b1\u5efa\u6a21\uff09\u540c\u6837\u9075\u5faaScaling Law\u3002\u6211\u4eec\u901a\u8fc7\u4ece\u516c\u5f00\u8bba\u575b\u6536\u96c6\u768415M\u504f\u597d\u6570\u636e\u57281.5B\uff5e72B\u4e0d\u540c\u5c3a\u5bf8\u7684\u6a21\u578b\u4e0a\u8fdb\u884c\u5927\u89c4\u6a21\u6269\u5c55\u9a8c\u8bc1\u4e86\u8fd9\u4e00\u89c4\u5f8b\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u968f\u7740\u8bad\u7ec3\u89c4\u6a21\u548c\u6a21\u578b\u5927\u5c0f\u7684\u6269\u5927\uff0c\u504f\u597d\u5efa\u6a21\u635f\u5931\uff08BT loss\uff09\u5c06\u5bf9\u6570\u4e0b\u964d\u3002\u504f\u597d\u5efa\u6a21\u7684\u6301\u7eed\u6269\u5c55\u6697\u793a\u7740\u8868\u9762\u591a\u6837\u7684\u4eba\u7c7b\u504f\u597d\u53ef\u80fd\u5b58\u5728\u7edf\u4e00\u548c\u8d85\u8d8a\u6027\u7684\u8868\u5f81\uff0c\u6211\u4eec\u63d0\u51fa \u5efa\u6a21\u4e16\u754c\u504f\u597d\uff08Modeling World Preference\uff09\u6765\u5f3a\u8c03\u8fd9\u79cd\u7edf\u4e00\u7684\u53ef\u80fd\u6027\u3002<\/p>\n\n\n\n<p>\u504f\u597d\u5efa\u6a21\u7684\u53ef\u6269\u5c55\u6027\u4f3c\u4e4e\u51fa\u4e4e\u610f\u6599\uff0c\u4e00\u65b9\u9762\u4eba\u7c7b\u504f\u597d\u6570\u636e\u96c6\u6709\u7740\u5f88\u5927\u7684\u566a\u97f3\uff0c\u53e6\u4e00\u65b9\u9762BT loss\u7684\u5efa\u6a21\u76ee\u6807\u8fc7\u4e8e\u7b80\u5355\u548c\u7a00\u758f\u3002\u6f14\u8bb2\u4e2d\u6211\u4eec\u5c06\u5206\u4eab\u504f\u597d\u5efa\u6a21\u6216\u8005\u4e00\u822c\u7684\u5956\u52b1\u5efa\u6a21\u4f55\u4ee5\u662f\u53ef\u6269\u5c55\u7684\u601d\u8003\u3002<\/p>\n\n\n\n<p><strong>\u4e2a\u4eba\u4ecb\u7ecd\uff1a<\/strong><\/p>\n\n\n\n<p>\u6c6a\u51b0\u6d77\uff0c\u590d\u65e6\u5927\u5b66\u4e8c\u5e74\u7ea7\u535a\u58eb\uff0c\u6307\u5bfc\u8001\u5e08\u4e3a\u9ec4\u8431\u83c1\u6559\u6388\u3002\u7814\u7a76\u65b9\u5411\u4e3a\u5927\u6a21\u578b\u5bf9\u9f50\u3002<\/p>\n\n\n\n<p><strong>\u4f55\u5fd7\u5a01\uff1aDeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning<\/strong><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"608\" height=\"810\" src=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-88.png\"  class=\"wp-image-88573\" style=\"width:322px;height:auto\" srcset=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-88.png 608w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-88-225x300.png 225w\" sizes=\"auto, (max-width: 608px) 100vw, 608px\" title=\"CCL 2025\u70ed\u70b9\u8bba\u6587\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe8\" alt=\"CCL 2025\u70ed\u70b9\u8bba\u6587\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe8\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center\"><strong>\u8bb2\u8005\uff1a\u4f55\u5fd7\u5a01<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center\"><strong>\u8bb2\u8005\u5355\u4f4d\uff1a<\/strong><strong>\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66<\/strong><\/p>\n\n\n\n<p><strong>\u62a5\u544a\u6458\u8981\uff1a<\/strong>&nbsp;&nbsp;<\/p>\n\n\n\n<p>\u5c3d\u7ba1\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u5728\u901a\u8fc7\u5f3a\u5316\u5b66\u4e60\uff08RL\uff09\u89e3\u51b3\u590d\u6742\u63a8\u7406\u95ee\u9898\u4e0a\u5c55\u73b0\u51fa\u5de8\u5927\u6f5c\u529b\uff0c\u4f46\u5176\u8fdb\u5c55\u53d7\u9650\u4e8e\u5f00\u6e90\u9ad8\u8d28\u91cf\u8bad\u7ec3\u6570\u636e\u7684\u532e\u4e4f\u3002\u4e3a\u5e94\u5bf9\u8fd9\u4e00\u6311\u6218\uff0c\u6211\u4eec\u6784\u5efa\u5e76\u53d1\u5e03\u4e86\u5927\u89c4\u6a21\u6570\u5b66\u6570\u636e\u96c6DeepMath-103K\u3002\u8be5\u6570\u636e\u96c6\u5177\u6709\u4e09\u5927\u6838\u5fc3\u7279\u70b9\uff1a<\/p>\n\n\n\n<p>1.\u6781\u5177\u6311\u6218\u6027\uff1a\u95ee\u9898\u4e3b\u8981\u4e3a\u9ad8\u96be\u5ea6\u7ea7\u522b\uff085-9\u7ea7\uff09\uff0c\u65e8\u5728\u63a8\u52a8\u6a21\u578b\u80fd\u529b\u8fb9\u754c\u3002<\/p>\n\n\n\n<p>2.\u9ad8\u5ea6\u7eaf\u51c0\uff1a\u901a\u8fc7\u4e25\u683c\u6d41\u7a0b\u6e05\u9664\u4e86\u4e0e\u4f17\u591a\u6807\u51c6\u6d4b\u8bd5\u57fa\u51c6\u7684\u91cd\u53e0\uff0c\u786e\u4fdd\u8bc4\u4f30\u7684\u53ef\u9760\u6027\u3002<\/p>\n\n\n\n<p>3.\u7b54\u6848\u53ef\u9a8c\u8bc1\uff1a\u6240\u6709\u95ee\u9898\u5747\u63d0\u4f9b\u53ef\u7528\u4e8e\u57fa\u4e8e\u89c4\u5219\u7684\u5f3a\u5316\u5b66\u4e60\u5956\u52b1\u7684\u786e\u5b9a\u6027\u7b54\u6848\u3002<\/p>\n\n\n\n<p>\u6b64\u5916\uff0cDeepMath-103K\u521b\u65b0\u6027\u5730\u4eceMath StackExchange\u7b49\u66f4\u591a\u6837\u5316\u7684\u6765\u6e90\u6c72\u53d6\u5185\u5bb9\uff0c\u63d0\u5347\u4e86\u6570\u636e\u7684\u65b0\u9896\u6027\u3002\u5b9e\u9a8c\u8bc1\u660e\uff0c\u57fa\u4e8e\u6b64\u6570\u636e\u96c6\u8bad\u7ec3\u7684\u6a21\u578b\u4e0d\u4ec5\u5728\u591a\u4e2a\u6743\u5a01\u6570\u5b66\u57fa\u51c6\u4e0a\u5237\u65b0\u4e86\u6700\u5148\u8fdb\uff08SOTA\uff09\u8bb0\u5f55\uff0c\u5176\u63a8\u7406\u80fd\u529b\u66f4\u6210\u529f\u6cdb\u5316\u81f3\u751f\u7269\u3001\u7269\u7406\u3001\u5316\u5b66\u7b49\u79d1\u5b66\u9886\u57df\u3002\u6211\u4eec\u5df2\u5c06\u8be5\u6570\u636e\u96c6\u3001\u4ee3\u7801\u548c\u6a21\u578b\u5168\u90e8\u5f00\u6e90\uff0c\u63a8\u52a8\u793e\u533a\u7684\u53d1\u5c55\u3002<\/p>\n\n\n\n<p><strong>\u4e2a\u4eba\u4ecb\u7ecd\uff1a<\/strong><\/p>\n\n\n\n<p>\u4f55\u5fd7\u5a01\uff0c\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u56db\u5e74\u7ea7\u535a\u58eb\u751f\uff0c\u6307\u5bfc\u8001\u5e08\u4e3a\u738b\u745e\u526f\u6559\u6388\uff0c\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u4e3a\u5927\u6a21\u578b\u63a8\u7406\u3002\u5df2\u6709\u591a\u7bc7\u5de5\u4f5c\u53d1\u8868\u5728ACL\u3001ICLR\u3001ICML\u7b49\u4f1a\u8bae\u4e0a\uff0c\u8c37\u6b4c\u5b66\u672f\u5f15\u75281400\u4f59\u6b21\u3002<\/p>\n\n\n\n<p><strong>\u5f20\u8f9b\u519c\uff1aSocioVerse\uff1a\u5343\u4e07\u7ea7\u771f\u5b9e\u7528\u6237\u6c60\u548c\u8bed\u8a00\u6a21\u578b\u667a\u80fd\u4f53\u9a71\u52a8\u7684\u793e\u4f1a\u6a21\u62df\u4e16\u754c\u6a21\u578b<\/strong><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"769\" height=\"1024\" src=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-89-769x1024.png\"  class=\"wp-image-88574\" style=\"width:357px;height:auto\" srcset=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-89-769x1024.png 769w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-89-225x300.png 225w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-89-768x1023.png 768w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-89.png 864w\" sizes=\"auto, (max-width: 769px) 100vw, 769px\" title=\"CCL 2025\u70ed\u70b9\u8bba\u6587\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe9\" alt=\"CCL 2025\u70ed\u70b9\u8bba\u6587\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe9\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center\"><strong>\u8bb2\u8005\uff1a\u5f20\u8f9b\u519c<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center\"><strong>\u8bb2\u8005\u5355\u4f4d\uff1a<\/strong><strong>\u590d\u65e6\u5927\u5b66<\/strong><\/p>\n\n\n\n<p><strong>\u62a5\u544a\u6458\u8981\uff1a<\/strong>&nbsp;&nbsp;<\/p>\n\n\n\n<p>\u793e\u4f1a\u6a21\u62df\u6b63\u5728\u901a\u8fc7\u6a21\u62df\u865a\u62df\u4e2a\u4f53\u4e0e\u73af\u5883\u4e4b\u95f4\u7684\u4e92\u52a8\uff0c\u6539\u53d8\u4f20\u7edf\u793e\u4f1a\u79d1\u5b66\u7684\u7814\u7a76\u65b9\u5f0f\u3002\u968f\u7740\u5927\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\u7684\u5feb\u901f\u53d1\u5c55\uff0c\u8fd9\u4e00\u65b9\u6cd5\u5728\u523b\u753b\u4e2a\u4f53\u5dee\u5f02\u548c\u9884\u6d4b\u7fa4\u4f53\u884c\u4e3a\u65b9\u9762\u5c55\u73b0\u51fa\u8d8a\u6765\u8d8a\u5927\u7684\u6f5c\u529b\u3002\u7136\u800c\uff0c\u73b0\u6709\u65b9\u6cd5\u5728\u73af\u5883\u8bbe\u7f6e\u3001\u7528\u6237\u76ee\u6807\u3001\u4ea4\u4e92\u673a\u5236\u548c\u884c\u4e3a\u6a21\u5f0f\u7b49\u65b9\u9762\u4ecd\u9762\u4e34\u4e00\u81f4\u6027\u96be\u9898\u3002\u4e3a\u6b64\uff0c\u6211\u4eec\u63d0\u51fa\u4e86 SocioVerse\uff0c\u4e00\u4e2a\u7531LLM\u667a\u80fd\u4f53\u9a71\u52a8\u7684\u793e\u4f1a\u6a21\u62df\u4e16\u754c\u6a21\u578b\u3002\u8be5\u6846\u67b6\u5305\u62ec\u56db\u4e2a\u5f3a\u5927\u7684\u5bf9\u9f50\u6a21\u5757\uff0c\u5e76\u6784\u5efa\u4e86\u4e00\u4e2a\u5305\u542b\u4e00\u5343\u4e07\u771f\u5b9e\u7528\u6237\u7684\u7528\u6237\u6c60\u3002\u6211\u4eec\u5728\u653f\u6cbb\u3001\u65b0\u95fb\u548c\u7ecf\u6d4e\u4e09\u4e2a\u9886\u57df\u8fdb\u884c\u4e86\u5927\u89c4\u6a21\u6a21\u62df\u5b9e\u9a8c\uff0c\u7ed3\u679c\u8868\u660e\uff0cSocioVerse \u80fd\u591f\u6709\u6548\u53cd\u6620\u5927\u89c4\u6a21\u4eba\u7fa4\u7684\u52a8\u6001\uff0c\u540c\u65f6\u5728\u6807\u51c6\u5316\u6d41\u7a0b\u548c\u6700\u5c0f\u4eba\u5de5\u5e72\u9884\u4e0b\u4fdd\u8bc1\u591a\u6837\u6027\u3001\u53ef\u4fe1\u5ea6\u548c\u4ee3\u8868\u6027\u3002&nbsp;&nbsp;<\/p>\n\n\n\n<p><strong>\u4e2a\u4eba\u4ecb\u7ecd\uff1a<\/strong><\/p>\n\n\n\n<p>\u5f20\u8f9b\u519c\uff0c\u590d\u65e6\u5927\u5b66\u4e8c\u5e74\u7ea7\u535a\u58eb\u751f\uff0c\u6307\u5bfc\u8001\u5e08\u4e3a\u9b4f\u5fe0\u94b0\u526f\u6559\u6388\uff0c\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u4e3a\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\uff0c\u4ee5\u53ca\u8bed\u8a00\u6a21\u578b\u9a71\u52a8\u7684\u667a\u80fd\u4f53\u793e\u4f1a\u6a21\u62df\u3002\u5df2\u6709\u591a\u7bc7\u76f8\u5173\u5de5\u4f5c\u5728ACL\u3001EMNLP\u3001NAACL\u7b49\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4f1a\u8bae\u4e0a\u53d1\u8868\u3002<\/p>\n\n\n\n<p><strong>\u9ec4\u781a\u661f\uff1aAIM\uff1a\u6570\u5b66\u5bb6\u667a\u80fd\u4f53\u7cfb\u7edf<\/strong><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"770\" height=\"1024\" src=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-90-770x1024.png\"  class=\"wp-image-88575\" style=\"width:360px;height:auto\" srcset=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-90-770x1024.png 770w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-90-225x300.png 225w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-90-768x1022.png 768w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-90.png 1080w\" sizes=\"auto, (max-width: 770px) 100vw, 770px\" title=\"CCL 2025\u70ed\u70b9\u8bba\u6587\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe10\" alt=\"CCL 2025\u70ed\u70b9\u8bba\u6587\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe10\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center\"><strong>\u8bb2\u8005\uff1a\u9ec4\u781a\u661f<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center\"><strong>\u8bb2\u8005\u5355\u4f4d\uff1a<\/strong><strong>\u6e05\u534e\u5927\u5b66<\/strong><\/p>\n\n\n\n<p><strong>\u62a5\u544a\u6458\u8981\uff1a<\/strong>&nbsp;&nbsp;<\/p>\n\n\n\n<p>\u8bed\u8a00\u6a21\u578b\u7684\u6570\u5b66\u80fd\u529b\u968f\u7740\u63a8\u7406\u6a21\u578b\u6280\u672f\u7684\u666e\u53ca\u4e0e\u53d1\u5c55\u8fc5\u901f\u53d6\u5f97\u4e86\u5927\u5e45\u5ea6\u7684\u8fdb\u6b65\uff0c\u5728\u5f88\u591a\u524d\u6cbf\u6570\u5b66\u95ee\u9898\u4e0a\u7684\u8868\u73b0\u5df2\u7ecf\u63a5\u8fd1\u9876\u5c16\u7684\u6570\u5b66\u4e13\u4e1a\u7814\u7a76\u751f\u3002\u56e0\u6b64\u5e94\u7528\u8bed\u8a00\u6a21\u578b\u667a\u80fd\u4f53\u7cfb\u7edf\u81ea\u52a8\u5316\u5b9e\u73b0\u6570\u5b66\u7814\u7a76\u4e0e\u63a2\u7d22\u7684\u6a21\u5f0f\u4e5f\u9010\u6e10\u6210\u4e3a\u53ef\u80fd\u3002\u5728\u8fd9\u9879\u5de5\u4f5c\u5f53\u4e2d\u6211\u4eec\u5c31\u6cbf\u7740\u8fd9\u4e00\u65b9\u5411\u8fdb\u884c\u4e86\u521d\u6b65\u7684\u63a2\u7d22\uff0c\u5e76\u5728\u5b9e\u9a8c\u5f53\u4e2d\u53d6\u5f97\u4e86\u8f83\u597d\u7684\u7ed3\u679c\u3002<\/p>\n\n\n\n<p><strong>\u4e2a\u4eba\u4ecb\u7ecd\uff1a<\/strong><\/p>\n\n\n\n<p>\u9ec4\u781a\u661f\uff0c\u6e05\u534e\u5927\u5b66\u51c6\u4e00\u5e74\u7ea7\u535a\u58eb\u751f\uff0c\u6307\u5bfc\u6559\u5e08\u4e3a\u5218\u6d0b\u6559\u6388\u3002\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u4e3aAI4Math\uff0c\u81f4\u529b\u4e8e\u63a2\u7d22\u4f7f\u7528AI\u6280\u672f\u52a9\u529b\u81ea\u52a8\u5316\u6570\u5b66\u7814\u7a76\u7684\u53ef\u80fd\uff0c\u76ee\u524d\u5df2\u6709\u591a\u7bc7\u5de5\u4f5c\u4ea7\u51fa\u3002<\/p>\n\n\n\n<p><strong>\u6731\u5fc3\u8fdc\uff1aHierarchical progressive learning for zero-shot peptide-HLA binding prediction and automated antigenic peptide design<\/strong><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"770\" height=\"1024\" src=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-91-770x1024.png\"  class=\"wp-image-88576\" style=\"width:346px;height:auto\" srcset=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-91-770x1024.png 770w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-91-226x300.png 226w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-91-768x1022.png 768w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-91.png 945w\" sizes=\"auto, (max-width: 770px) 100vw, 770px\" title=\"CCL 2025\u70ed\u70b9\u8bba\u6587\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe11\" alt=\"CCL 2025\u70ed\u70b9\u8bba\u6587\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe11\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center\"><strong>\u8bb2\u8005\uff1a\u6731\u5fc3\u8fdc<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center\"><strong>\u8bb2\u8005\u5355\u4f4d\uff1a<\/strong><strong>\u4e2d\u56fd\u79d1\u5b66\u6280\u672f\u5927\u5b66<\/strong><\/p>\n\n\n\n<p><strong>\u62a5\u544a\u6458\u8981\uff1a<\/strong>&nbsp;&nbsp;<\/p>\n\n\n\n<p>\u9ad8\u4eb2\u548c\u529b\u7684\u80bd-\u4eba\u7c7b\u767d\u7ec6\u80de\u6297\u539f\uff08HLA\uff09\u5206\u5b50\u7ed3\u5408\u662f\u542f\u52a8\u9002\u5e94\u6027\u514d\u75ab\u5e94\u7b54\u7684\u5173\u952e\u3002\u56e0\u6b64\uff0c\u7cbe\u786e\u9884\u6d4b\u80bd-HLA\uff08pHLA\uff09\u7ed3\u5408\u80fd\u529b\u5bf9\u80bf\u7624\u514d\u75ab\u6cbb\u7597\u53ca\u81ea\u8eab\u514d\u75ab\u75be\u75c5\u673a\u7406\u9610\u660e\u5177\u6709\u91cd\u8981\u7406\u8bba\u4e0e\u5e94\u7528\u4ef7\u503c\u3002\u73b0\u6709\u65b9\u6cd5\u96be\u4ee5\u5bf9\u96f6\u6837\u672cHLA\u5206\u578b\u7ed3\u5408\u80bd\u8fdb\u884c\u51c6\u786e\u9884\u6d4b\uff0c\u9650\u5236\u4e86\u73b0\u6709\u5de5\u5177\u5728\u66f4\u5e7f\u6cdb\u4eba\u7fa4\u4e2d\u7684\u5e94\u7528\uff0c\u5c24\u5176\u662f\u5728\u9700\u8003\u8651\u4e2a\u4f53HLA\u591a\u6837\u6027\u7684\u7cbe\u51c6\u533b\u7597\u573a\u666f\u3002\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u521b\u65b0\u7684\u5206\u7ea7\u6e10\u8fdb\u5b66\u4e60\uff08HPL\uff09\u6846\u67b6\u3002\u8be5\u6846\u67b6\u901a\u8fc7\u591a\u5c42\u6b21\u3001\u9012\u8fdb\u5f0f\u5b66\u4e60\u7b56\u7565\uff0c\u5229\u7528\u86cb\u767d\u8d28\u8bed\u8a00\u6a21\u578b\uff0c\u6709\u6548\u6355\u83b7\u5e76\u5229\u7528\u4e86\u4e0d\u540cHLA\u5206\u578b\u95f4\u5171\u4eab\u53ca\u7279\u6709\u7684\u5e8f\u5217\u6a21\u5f0f\u4e0e\u7ed3\u5408\u7279\u5f02\u6027\uff0c\u5927\u5e45\u5ea6\u63d0\u9ad8\u4e86\u9884\u6d4b\u6027\u80fd\u3002<\/p>\n\n\n\n<p><strong>\u4e2a\u4eba\u4ecb\u7ecd\uff1a<\/strong><\/p>\n\n\n\n<p>\u6731\u5fc3\u8fdc\uff0c\u4e2d\u56fd\u79d1\u5b66\u6280\u672f\u5927\u5b66\u535a\u58eb\u751f\uff0c\u6307\u5bfc\u6559\u5e08\u4e3a\u4f55\u5411\u5357\u6559\u6388\u548c\u51af\u798f\u5229\u6559\u6388\u3002\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u4e3aAI for Life Science\uff0c\u5305\u62ec\u86cb\u767d\u8d28\u8bed\u8a00\u6a21\u578b\u53ca\u5176\u5e94\u7528\u3001\u86cb\u767d\u8d28\u7ed3\u6784\u9884\u6d4b\u7b49\u3002<\/p>\n\n\n\n<p><strong>\u9ec4\u6668\uff1aHow to Enable Effective Cooperation Between Humans and LLM: A Survey of Principles, Formalizations, and Beyond<\/strong><\/p>\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-92-768x1024.png\"  class=\"wp-image-88577\" style=\"width:344px;height:auto\" srcset=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-92-768x1024.png 768w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-92-225x300.png 225w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/07\/image-92.png 824w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" title=\"CCL 2025\u70ed\u70b9\u8bba\u6587\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe12\" alt=\"CCL 2025\u70ed\u70b9\u8bba\u6587\u8bba\u575b\u540d\u5355\u516c\u5e03\uff01\u63d2\u56fe12\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center\"><strong>\u8bb2\u8005\uff1a<\/strong><strong>\u9ec4\u6668<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center\"><strong>\u8bb2\u8005\u5355\u4f4d\uff1a<\/strong><strong>\u65b0\u52a0\u5761\u56fd\u7acb\u5927\u5b66<\/strong><\/p>\n\n\n\n<p><strong>\u62a5\u544a\u6458\u8981\uff1a<\/strong>&nbsp;&nbsp;<\/p>\n\n\n\n<p>\u968f\u7740\u5927\u6a21\u578b\u7684\u8fdb\u6b65\uff0c\u667a\u80fd\u4f53\u5df2\u4ece\u5355\u7eaf\u7684\u5de5\u5177\u6f14\u5316\u4e3a\u81ea\u4e3b\u667a\u80fd\u4f53\uff0c\u62e5\u6709\u81ea\u4e3b\u7684\u76ee\u6807\u548c\u7b56\u7565\uff0c\u80fd\u591f\u4e0e\u4eba\u534f\u4f5c\u3002\u8fd9\u4e00\u6f14\u5316\u50ac\u751f\u4e86\u81ea\u7136\u8bed\u8a00\u5904\u7406\u9886\u57df\u7684\u4e00\u79cd\u65b0\u8303\u5f0f\uff0c\u5373\u4eba\u673a\u5408\u4f5c\u3002\u8fd1\u5e74\u6765\uff0c\u4eba\u673a\u5408\u4f5c\u5728\u4f17\u591a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d\u53d6\u5f97\u4e86\u663e\u8457\u8fdb\u5c55\u3002\u672c\u6b21\u5206\u4eab\u5c06\u5bf9\u4eba\u673a\u5408\u4f5c\u8fdb\u884c\u4e86\u5168\u9762\u56de\u987e\uff0c\u63a2\u8ba8\u4e86\u5176\u539f\u7406\u3001\u5f62\u5f0f\u5316\u65b9\u6cd5\u548c\u5c1a\u5f85\u89e3\u51b3\u7684\u6311\u6218\uff0c\u4ee5\u671f\u4e3a\u8be5\u9886\u57df\u66f4\u591a\u7684\u7a81\u7834\u6027\u7814\u7a76\u94fa\u5e73\u9053\u8def\u3002<\/p>\n\n\n\n<p><strong>\u4e2a\u4eba\u4ecb\u7ecd\uff1a<\/strong><\/p>\n\n\n\n<p>\u9ec4\u6668\uff0c\u65b0\u52a0\u5761\u56fd\u7acb\u5927\u5b66\u535a\u58eb\u540e\uff0c2025\u5e74\u83b7\u56db\u5ddd\u5927\u5b66\u8ba1\u7b97\u673a\u535a\u58eb\u5b66\u4f4d\uff0c\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u4e3a\u5bf9\u8bdd\u5f0fAI\u4e0e\u5927\u6a21\u578b\uff0c\u5728ACL\u3001WWW\u3001AAAI\u3001EMNLP\u3001FSE\u3001COLING\u3001NAACL\u3001ICDM\u7b49\u56fd\u9645\u9876\u4f1a\u4e0a\u53d1\u8868\u591a\u7bc7\u5b66\u672f\u8bba\u6587\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong><\/strong><strong>CCL 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