{"id":35122,"date":"2024-12-19T01:59:53","date_gmt":"2024-12-18T17:59:53","guid":{"rendered":"https:\/\/17aitech.com\/?p=35122"},"modified":"2024-12-19T01:59:53","modified_gmt":"2024-12-18T17:59:53","slug":"acl%e4%b8%bb%e5%b8%ad%ef%bc%9aacl%e4%b8%8d%e6%98%afai%e4%bc%9a%e8%ae%ae","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=35122","title":{"rendered":"ACL\u4e3b\u5e2d\uff1aACL\u4e0d\u662fAI\u4f1a\u8bae"},"content":{"rendered":"

\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:ACL\u4e3b\u5e2d\uff1aACL\u4e0d\u662fAI\u4f1a\u8bae<\/a><\/p>\n

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\u6572\u54cd\u8b66\u949f\u8fd8\u662f\u8d70\u5411\u5c01\u95ed\uff1f<\/section>\n<\/section>\n<\/blockquote>\n<\/section>\n

\u300cACL \u4e0d\u662f AI \u4f1a\u8bae\uff08ACL is not an Al conference\uff09\u300d\uff0c\u5728\u6cf0\u56fd\u66fc\u8c37\u4e3e\u529e\u7684 ACL 2024 \u4e0a\uff0c\u4eca\u5e74\u7684 ACL \u4e3b\u5e2d Emily M. Bender \u629b\u51fa\u4e86\u4e00\u4e2a\u6781\u5177\u4e89\u8bae\u7684\u7ed3\u8bba\u3002<\/p>\n

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ACL \u5927\u4f1a\u662f\u8ba1\u7b97\u8bed\u8a00\u5b66\u548c\u81ea\u7136\u8bed\u8a00\u5904\u7406\u9886\u57df\u7684\u9876\u7ea7\u56fd\u9645\u4f1a\u8bae\uff0c\u7531\u56fd\u9645\u8ba1\u7b97\u8bed\u8a00\u5b66\u534f\u4f1a\u7ec4\u7ec7\uff0c\u6bcf\u5e74\u4e3e\u529e\u4e00\u6b21\u3002\u4e00\u76f4\u4ee5\u6765\uff0cACL \u5927\u4f1a\u5728 NLP \u9886\u57df\u7684\u5b66\u672f\u5f71\u54cd\u529b\u90fd\u4f4d\u5217\u7b2c\u4e00\uff0c\u5b83\u4e5f\u662f CCF-A \u7c7b\u63a8\u8350\u4f1a\u8bae\u3002<\/p>\n

\u8fd1\u5e74\u6765\uff0c\u968f\u7740\u6df1\u5ea6\u5b66\u4e60\u7b49\u65b9\u6cd5\u6210\u4e3a NLP \u7814\u7a76\u7684\u4e3b\u6d41\uff0c\u8d8a\u6765\u8d8a\u591a\u7684\u4eba\u5c06\u8fd9\u4e00\u4f1a\u8bae\u89c6\u4e3a AI \u4f1a\u8bae\uff0c\u5927\u90e8\u5206\u6295\u7a3f\u90fd\u548c AI \u76f8\u5173\u3002Emily M. Bender \u4f3c\u4e4e\u770b\u5230\u4e86\u8fd9\u79cd\u503e\u5411\u7684\u4e00\u4e9b\u5f0a\u7aef\u3002<\/p>\n

\u5728\u6f14\u8bb2\u4e2d\uff0c\u5979\u5f3a\u8c03\u4e86 ACL \u4f5c\u4e3a\u8ba1\u7b97\u8bed\u8a00\u5b66\u534f\u4f1a\u4e3e\u529e\u7684\u5e74\u4f1a\uff08Annual Meeting of the Association for Computational Linguistics\uff09\uff0c\u5176\u6838\u5fc3\u5e76\u975e\u4eba\u5de5\u667a\u80fd\uff0c\u800c\u662f\u66f4\u4e13\u6ce8\u4e8e\u8bed\u8a00\u6280\u672f\u548c\u8ba1\u7b97\u8bed\u8a00\u5b66\u3002<\/p>\n

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Bender \u660e\u786e\u6307\u51fa\uff0c\u5979\u4e0d\u5c06 AI\uff08\u4eba\u5de5\u667a\u80fd\uff09\u4f5c\u4e3a ML\uff08\u673a\u5668\u5b66\u4e60\uff09\u7684\u540c\u4e49\u8bcd\u3002\u5979\u8ba4\u4e3a\u673a\u5668\u5b66\u4e60\uff08\u5305\u62ec\u6df1\u5ea6\u5b66\u4e60\uff09\u4e3a\u8bed\u8a00\u6280\u672f\u548c\u8ba1\u7b97\u8bed\u8a00\u5b66\u63d0\u4f9b\u4e86\u8bb8\u591a\u6709\u7528\u7684\u6280\u672f\uff0c\u4f46\u5f53\u7126\u70b9\u8f6c\u79fb\u5230 AI \u65f6\uff0c\u5c31\u4f1a\u51fa\u73b0\u95ee\u9898\u3002<\/p>\n

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\u8ba1\u7b97\u8bed\u8a00\u5b66\u548c\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08CL\/NLP\uff09\u5173\u6ce8\u7684\u662f\u8bed\u8a00\u7684\u76f8\u4f3c\u6027 \/ \u5dee\u5f02\u6027\u3001\u4fe1\u606f\u5728\u8bed\u8a00\u4e2d\u7684\u8868\u793a\u65b9\u5f0f\u3001\u5982\u4f55\u6784\u5efa\u6280\u672f\u6765\u5e2e\u52a9\u4e0d\u540c\u8bed\u8a00\u7684\u8f6c\u5f55\u3001\u7ffb\u8bd1\u3001\u6458\u8981\u3001\u4fe1\u606f\u83b7\u53d6\u7b49\uff0c\u4ee5\u53ca\u5982\u4f55\u8bc4\u4ef7\u8fd9\u4e9b\u6280\u672f\u3001\u54ea\u4e9b\u4e2d\u95f4\u8868\u793a\u5bf9\u8fd9\u4e9b\u6280\u672f\u6709\u7528\u3001\u4e0d\u540c ML \u6280\u672f\u5bf9\u4e0d\u540c\u4efb\u52a1\u7684\u6548\u679c\u5982\u4f55\u3001\u8bed\u8a00\u6280\u672f\u5982\u4f55\u4e0e\u73b0\u6709\u7684\u6743\u529b\u4f53\u7cfb\u76f8\u4e92\u4f5c\u7528\u3002<\/p>\n

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AI \u9886\u57df\u7684\u95ee\u9898\u5305\u62ec\u5982\u4f55\u6784\u5efa\u80fd\u591f\u8fdb\u884c\u7c7b\u4f3c\u4eba\u7c7b\u63a8\u7406\u7684\u601d\u8003\u673a\u5668\uff0c\u5982\u4f55\u4f7f\u8fd9\u4e9b\u673a\u5668\u5728\u8ba4\u77e5\u5de5\u4f5c\u4e0a\u8d85\u8d8a\u4eba\u7c7b\uff0c\u5982\u4f55\u81ea\u52a8\u5316\u79d1\u5b66\u65b9\u6cd5\uff0c\u4ee5\u53ca\u5982\u4f55\u81ea\u52a8\u5316\u521b\u9020\u6027\u5de5\u4f5c\u7b49\u3002<\/p>\n

<\/a><\/p>\n

AI \u9886\u57df\u8fd8\u63d0\u51fa\u4e86\u4e00\u4e9b\u89c2\u70b9\uff0c\u4f8b\u5982\u4eba\u7c7b\u7684\u547d\u8fd0\u662f\u4e0e\u673a\u5668\u878d\u5408\u6210\u4e3a\u8d85\u4eba\u7c7b\uff0c\u5947\u70b9\u7684\u5230\u6765\u662f\u4e0d\u53ef\u907f\u514d\u7684\uff0c\u4ee5\u53ca AI\uff08\u5b9e\u9645\u4e0a\u662f\u5408\u6210\u6587\u672c\u673a\u5668\uff09\u53ef\u4ee5\u66ff\u4ee3\u6211\u4eec\u5f7c\u6b64\u4e4b\u95f4\u5e94\u63d0\u4f9b\u7684\u670d\u52a1\uff08\u6559\u80b2\u3001\u533b\u7597\u3001\u6cd5\u5f8b\u4ee3\u8868\uff09\u3002<\/p>\n

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AI \u9886\u57df\u5b58\u5728\u591a\u79cd\u95ee\u9898\uff0c\u5305\u62ec\u6765\u81ea\u98ce\u9669\u8d44\u672c\u548c\u4ebf\u4e07\u5bcc\u7fc1\u7684\u5f3a\u70c8\u5174\u8da3\u7b49\u3002<\/p>\n

<\/a><\/p>\n

Bender \u8fd8\u6279\u8bc4\u4e86 AI \u9886\u57df\u7684\u4e00\u4e9b\u4e0d\u826f\u7814\u7a76\u5b9e\u8df5\uff0c\u5982\u4e0d\u5f53\u4f7f\u7528\u57fa\u51c6\u6d4b\u8bd5\u3001\u8981\u6c42\u4e0e SOTA \u7684\u5c01\u95ed\u6a21\u578b\u8fdb\u884c\u6bd4\u8f83\u8bc4\u4f30\u3001\u6570\u636e\u96c6\u8fc7\u5927\u5bfc\u81f4\u7f3a\u4e4f\u4fdd\u7559\u6570\u636e\u7b49\u3002Bender \u8868\u793a\uff0c\u5982\u679c\u4f60\u7684\u7814\u7a76\u95ee\u9898\u96c6\u4e2d\u5728\u300c\u5982\u4f55\u8bc1\u660e\u6211\u7684\u673a\u5668\u5177\u6709\u667a\u80fd\u300d\u4e0a\uff0c\u90a3\u4e48\u8fd9\u79cd\u5173\u6ce8\u70b9\u53ef\u80fd\u4f1a\u626d\u66f2\u7814\u7a76\u5b9e\u8df5\u3002<\/p>\n

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\u5979\u8fd8\u6307\u51fa\uff0cAI \u9886\u57df\u7684\u7126\u70b9\u5bfc\u81f4\u4e86\u7cdf\u7cd5\u7684\u5ba1\u7a3f\u5b9e\u8df5\uff0c\u4f8b\u5982\u4e0d\u4f7f\u7528\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\u6216\u4e0d\u63d0\u4f9b SOTA \u5927\u5c0f\u7684 LLM \u7ed3\u679c\u7684\u8bba\u6587\u53ef\u80fd\u4f1a\u88ab\u8ba4\u4e3a\u4e0d\u611f\u5174\u8da3\u3002<\/p>\n

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\u4e0e AI \u9886\u57df\u7684\u4e0d\u826f\u5b9e\u8df5\u76f8\u5bf9\u6bd4\uff0cCL\/NLP \u9886\u57df\u7684\u7814\u7a76\u6700\u4f73\u5b9e\u8df5\u5305\u62ec\u5bf9\u6280\u672f\u7684\u9002\u7528\u6027\u3001\u5bf9\u4eba\u7c7b\u8bed\u8a00\u884c\u4e3a\u7684\u7406\u89e3\u3001\u826f\u597d\u754c\u5b9a\u7684\u8bc4\u4f30\u3001\u5185\u5728\u548c\u5916\u5728\u7684\u8bc4\u4f30\u3001\u575a\u5b9e\u7684\u57fa\u7ebf\u3001\u4fdd\u7559\u7684\u6d4b\u8bd5\u6570\u636e\u548c\u8be6\u7ec6\u7684\u9519\u8bef\u5206\u6790\u3002<\/p>\n

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Bender \u8868\u793a\uff0cCL\/NLP \u7814\u7a76\u5efa\u7acb\u5728\u5bf9\u6570\u636e\u7684\u7406\u89e3\u4e0a\uff0c\u5305\u62ec\u5bf9\u8bed\u8a00\u5982\u4f55\u5de5\u4f5c\u7684\u77e5\u8bc6\uff08\u5373\u8bed\u8a00\u5b66\uff09\u548c\u6570\u636e\u96c6\u6587\u6863\u3002<\/p>\n

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\u5728\u53ef\u590d\u5236\u6027\u548c\u53ef\u91cd\u73b0\u6027\u65b9\u9762\uff0cBender \u5f3a\u8c03\u4e86\u79d1\u5b66\u662f\u5173\u4e8e\u5728\u5148\u524d\u7814\u7a76\u57fa\u7840\u4e0a\u6784\u5efa\uff0c\u800c\u4e0d\u662f\u4ec5\u4ec5\u4e3a\u4e86\u8fbe\u5230 SOTA\u3002<\/p>\n

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\u5728\u793e\u4f1a\u5f71\u54cd\u65b9\u9762\uff0cCL\/NLP \u7814\u7a76\u5173\u6ce8\u5176\u6280\u672f\u5bf9\u793e\u4f1a\u7684\u5f71\u54cd\uff0c\u5305\u62ec\u4f26\u7406\u548c NLP \u7814\u7a76\u7684\u5386\u53f2\uff0c\u4ee5\u53ca\u7406\u89e3\u8bed\u8a00\u548c\u6280\u672f\u5c06\u88ab\u8c01\u4f7f\u7528\u3001\u4e3a\u8c01\u4f7f\u7528\u3001\u5bf9\u8c01\u4f7f\u7528\uff0c\u4ee5\u53ca\u8c01\u53ef\u80fd\u56e0\u88ab\u6392\u9664\u6216\u5305\u62ec\u800c\u53d7\u5230\u4f24\u5bb3\u3002<\/p>\n

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Bender \u8ba4\u4e3a\uff0cACL \u5e94\u8be5\u662f\u4e00\u4e2a\u5173\u6ce8\u8bed\u8a00\u6280\u672f\u7684\u573a\u6240\uff0c\u4e00\u4e2a\u4fc3\u8fdb\u8de8\u5b66\u79d1\u7814\u7a76\u7684\u793e\u533a\uff0c\u4e00\u4e2a\u5173\u5fc3\u8bed\u8a00\u7fa4\u4f53\u7684\u7814\u7a76\u9886\u57df\uff0c\u5e76\u4e14\u662f\u4e00\u4e2a\u6211\u4eec\u53ef\u4ee5\u7406\u6027\u8ba8\u8bba\u6211\u4eec\u7814\u7a76\u548c\u6280\u672f\u5bf9\u793e\u4f1a\u5f71\u54cd\u7684\u7a7a\u95f4\u3002<\/p>\n

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\u8fd9\u4e00\u89c2\u70b9\u5728\u793e\u4ea4\u5e73\u53f0\u4e0a\u5f15\u8d77\u4e86\u5f88\u5927\u4e89\u8bae\u3002<\/p>\n

\u6709\u4eba\u8ba4\u4e3a\uff0c\u8fd9\u662f\u4e00\u79cd\u4e0d\u591f\u5305\u5bb9\u7684\u8868\u73b0\uff0c\u300cNLP \u5386\u53f2\u4e0a\u6700\u597d\u7684\u65f6\u523b\u53d1\u751f\u5728\u4eba\u4eec\u5bf9\u5176\u4ed6\u5b66\u79d1\u7684\u60f3\u6cd5\u6301\u5f00\u653e\u6001\u5ea6\u7684\u65f6\u5019\uff1a\u4ece\u8bed\u8a00\u7814\u7a76\u4eba\u5458\u90a3\u91cc\u5b66\u4e60\u7edf\u8ba1\u65b9\u6cd5\uff0c\u4ece\u793e\u4f1a\u79d1\u5b66\u5bb6\u90a3\u91cc\u5b66\u4e60\u5982\u4f55\u770b\u5f85\u4e16\u754c\u3002\u8fd9\u4e9b\u5e7b\u706f\u7247\u8ba9\u6211\u89c9\u5f97\u6709\u4e9b\u4eba\u60f3\u8ba9\u6211\u4eec\u8d70\u5411\u5c01\u95ed\u3002\u300d<\/p>\n

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\u8fd8\u6709\u4eba\u8ba4\u4e3a\uff0c\u505a\u8fd9\u79cd\u5206\u5272\u5b8c\u5168\u6ca1\u6709\u5fc5\u8981\uff0c\u56e0\u4e3a\u4e8c\u8005\u5df2\u7ecf\u6709\u673a\u5730\u878d\u5408\u5728\u4e00\u8d77\u3002<\/p>\n

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\u4e0d\u8fc7\u4e5f\u6709\u4eba\u8868\u793a\u7406\u89e3\uff0c\u6bd5\u7adf AI \u98ce\u5934\u592a\u76db\uff0c\u4e00\u65e6\u67d0\u4e2a\u4f1a\u8bae\u88ab AI \u8bba\u6587\u300c\u627f\u5305\u300d\uff0c\u5176\u4ed6\u9886\u57df\u7684\u7814\u7a76\u52bf\u5fc5\u53d7\u5230\u51b7\u843d\uff0c\u8fd9\u5c06\u4f7f\u8be5\u4f1a\u8bae\u5931\u53bb\u539f\u672c\u7684\u8da3\u5473\u3002<\/p>\n

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\u5bf9\u6b64\uff0c\u4f60\u600e\u4e48\u770b\uff1f<\/p>\n

\u53c2\u8003\u94fe\u63a5\uff1ahttps:\/\/faculty.washington.edu\/ebender\/papers\/ACL_2024_Presidential_Address.pdf<\/sup><\/em><\/p>\n

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