{"id":20448,"date":"2021-06-03T11:03:25","date_gmt":"2021-06-03T18:03:25","guid":{"rendered":"https:\/\/blog.webex.com\/uncategorized-zh-hant\/%e5%b0%87%e8%a8%80%e8%aa%9e%e8%a1%8c%e7%82%ba%e9%81%8b%e7%94%a8%e6%96%bc%e5%b0%8d%e8%a9%b1%e5%9e%8b-ai\/"},"modified":"2021-08-05T13:46:29","modified_gmt":"2021-08-05T20:46:29","slug":"%e5%b0%87%e8%a8%80%e8%aa%9e%e8%a1%8c%e7%82%ba%e9%81%8b%e7%94%a8%e6%96%bc%e5%b0%8d%e8%a9%b1%e5%9e%8b-ai","status":"publish","type":"post","link":"https:\/\/blog.webex.com\/zh-hant\/engineering-zh-hant\/%e5%b0%87%e8%a8%80%e8%aa%9e%e8%a1%8c%e7%82%ba%e9%81%8b%e7%94%a8%e6%96%bc%e5%b0%8d%e8%a9%b1%e5%9e%8b-ai\/","title":{"rendered":"\u5c07\u8a00\u8a9e\u884c\u70ba\u904b\u7528\u65bc\u5c0d\u8a71\u578b AI"},"content":{"rendered":"<p><em>\u672c\u7bc7\u90e8\u843d\u683c\u6587\u7ae0\u53ef\u8207\u6211\u5728 2021 \u5e74 4 \u6708 28 \u65e5\u7684 REWORK \u6703\u8b70\u4e0a\u7684\u6f14\u8aaa\u642d\u914d\u53c3\u8003\u3002 \u6f14\u8aaa\u5167\u5bb9\u6295\u5f71\u7247\u53ef\u5728<\/em><a href=\"https:\/\/drive.google.com\/file\/d\/1Pv84LsgvoAuHKgO_zGskm9Cxf1B_wtUh\/view?usp=sharing\"><em>\u6b64\u8655<\/em><\/a><em>\u53d6\u5f97\u3002<\/em><\/p>\n<p><iframe loading=\"lazy\" title=\"Leveraging Speech Acts for Conversational AI | Cisco\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/Y7eSC97fr5c?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<p>\u81ea\u7136\u8a9e\u8a00\u7406\u89e3 (NLU) \u5728\u4efb\u4f55\u5c0d\u8a71\u578b AI \u7cfb\u7d71\u4e2d\u90fd\u662f\u91cd\u8981\u5143\u4ef6\u3002 \u4e00\u822c\u800c\u8a00\uff0c\u5728\u5de5\u4f5c\u5c0e\u5411\u7684\u5c0d\u8a71\u7cfb\u7d71\u4e2d\uff0cNLU \u6240\u5305\u542b\u7684\u5206\u985e\u5668\u6703\u8b58\u5225\u4f7f\u7528\u8005\u7684\u610f\u5716\u53ca\u5448\u73fe\u7684\u69fd\u6216\u5be6\u9ad4\u3002 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decoding=\"async\" class=\"alignnone size-full wp-image-12396\" src=\"https:\/\/storage.googleapis.com\/wx-blg-prd-gcs\/wp-content\/uploads\/1\/2021\/06\/Screen-Shot-2021-06-02-at-4.09.19-PM.png\" alt=\"\u81ea\u7136\u8a9e\u8a00\u7406\u89e3 (NLU)\" width=\"2928\" height=\"1060\" srcset=\"https:\/\/blog.webex.com\/wp-content\/uploads\/2021\/06\/Screen-Shot-2021-06-02-at-4.09.19-PM.png 980w, https:\/\/blog.webex.com\/wp-content\/uploads\/2021\/06\/Screen-Shot-2021-06-02-at-4.09.19-PM-300x109.png 300w, https:\/\/blog.webex.com\/wp-content\/uploads\/2021\/06\/Screen-Shot-2021-06-02-at-4.09.19-PM-1024x371.png 1024w, https:\/\/blog.webex.com\/wp-content\/uploads\/2021\/06\/Screen-Shot-2021-06-02-at-4.09.19-PM-768x278.png 768w, https:\/\/blog.webex.com\/wp-content\/uploads\/2021\/06\/Screen-Shot-2021-06-02-at-4.09.19-PM-1536x556.png 1536w, https:\/\/blog.webex.com\/wp-content\/uploads\/2021\/06\/Screen-Shot-2021-06-02-at-4.09.19-PM-2048x741.png 2048w\" sizes=\"auto, (max-width: 2928px) 100vw, 2928px\" \/><\/a>\u4f7f\u7528\u8005\u5148\u5f9e\u6253\u62db\u547c\u958b\u59cb\u4e92\u52d5\uff0c\u63a5\u8457\u63d0\u51fa\u5c0b\u627e\u7279\u5b9a\u7522\u54c1\u7684\u8acb\u6c42\u3002 \u5728\u9019\u4e9b\u60c5\u6cc1\u4e0b\uff0c\u7d93\u904e\u8b58\u5225\u7684\u610f\u5716\u548c\u69fd\uff0c\u53ef\u8b93\u6a5f\u5668\u4eba\u505a\u51fa\u667a\u6167\u7684\u56de\u61c9\uff0c\u4e26\u9806\u5229\u5411\u4f7f\u7528\u8005\u63d0\u4f9b\u76f8\u95dc\u5efa\u8b70\u3002 \u4f46\u4f7f\u7528\u8005\u5982\u679c\u6191\u500b\u4eba\u5c0d\u7522\u54c1\u7684\u5370\u8c61\u4f86\u5c0d\u5efa\u8b70\u505a\u51fa\u56de\u61c9\uff0c\u5c31\u6703\u51fa\u73fe\u554f\u984c\u3002 \u7cfb\u7d71\u61c9\u8a72\u5c07\u9019\u985e\u67e5\u8a62\u5c0d\u61c9\u5230\u4ec0\u9ebc\u610f\u5716\uff1f\u53c8\u8a72\u5075\u6e2c\u5230\u4ec0\u9ebc\u5be6\u9ad4\uff1f \u901a\u5e38\uff0c\u6211\u5011\u5728\u8655\u7406\u9019\u985e\u60c5\u6cc1\u6642\u6703\u5411\u4f7f\u7528\u8005\u63d0\u4f9b\u4e00\u5247\u63d0\u793a\uff0c\u5c07\u5c0d\u8a71\u91cd\u65b0\u5c0e\u5411\u5230\u66f4\u8db3\u4ee5\u8f49\u63db\u6210\u884c\u52d5\u7684\u65b9\u5411\uff0c\u4f8b\u5982\u300c\u5443\uff0c\u6211\u4e0d\u61c2\u4f60\u7684\u610f\u601d\u3002 \u82e5\u8981\u67e5\u770b\u66f4\u591a\u9078\u9805\uff0c\u8acb\u8aaa\u300e\u986f\u793a\u66f4\u591a\u9078\u9805\u300f\u3002\u300d \u5118\u7ba1\u9019\u4e26\u4e0d\u7b97\u662f\u7cdf\u7cd5\u7684\u4f7f\u7528\u8005\u9ad4\u9a57\uff0c\u4f46\u6211\u5011\u53ef\u4ee5\u5728 NLU \u7cfb\u7d71\u4e2d\u65b0\u589e\u5176\u4ed6\u5206\u985e\u5668\u6a21\u7d44\u4f86\u8b58\u5225\u8a00\u8a9e\u884c\u70ba\u6216\u5c0d\u8a71\u52d5\u4f5c\uff0c\u85c9\u6b64\u63d0\u9ad8\u6a5f\u5668\u4eba\u7684\u667a\u6167\u3002<\/p>\n<h2><strong>\u4ec0\u9ebc\u662f\u8a00\u8a9e\u884c\u70ba\uff1f<\/strong><\/h2>\n<p>\u8a00\u8a9e\u884c\u70ba\u860a\u542b\u4e86\u4f7f\u7528\u8005\u5728\u5c0d\u8a71\u4e2d\u6bcf\u6b21\u958b\u53e3\u6240\u8868\u9054\u7684\u5167\u5bb9\u548c\u610f\u5716\u3002 \u9019\u4e9b\u610f\u5716\u548c\u4e00\u822c\u5c0d\u8a71\u65b9\u584a\u7684\u610f\u5716\u76f8\u6bd4\uff0c\u4e0d\u540c\u4e4b\u8655\u5728\u65bc\u8868\u9054\u65b9\u5f0f\u901a\u5e38\u8f03\u70ba\u81ea\u7136\u3002 \u8209\u4f8b\u4f86\u8aaa\uff0c\u300c\u9019\u500b\u6771\u897f\u591a\u5c11\u9322\uff1f\u300d\u548c\u300c\u4eca\u5929\u5929\u6c23\u5982\u4f55\uff1f\u300d\u53ef\u80fd\u5206\u5225\u5c6c\u65bc\u300cGET_COST\u300d\u548c\u300cGET_WEATHER\u300d\u610f\u5716\uff0c\u4f46\u662f\u5b83\u5011\u90fd\u5c6c\u65bc\u540c\u4e00\u7a2e\u8a00\u8a9e\u884c\u70ba\u300cQUESTION\u300d\uff0c\u6216\u8005\u66f4\u7cbe\u78ba\u5206\u985e\u7684\u8a71\uff0c\u90fd\u5c6c\u65bc\u300cWH-QUESTION\u300d\u3002 \u5f9e\u6587\u5b78\u7684\u5b9a\u7fa9\u4f86\u770b\uff0c\u9019\u4e9b\u8868\u9054\u65b9\u5f0f\u5206\u5c6c\u4e0d\u540c\u8a00\u8a9e\u884c\u70ba\u5206\u985e\uff0c\u56e0\u6b64\u6211\u5011\u53ef\u4ee5\u63a1\u7528\u9069\u7528\u65bc\u61c9\u7528\u7a0b\u5f0f\u7684\u5b50\u5206\u985e\u3002 \u5982\u679c\u60f3\u8981\u9032\u4e00\u6b65\u77ad\u89e3\u53ef\u7528\u7684\u6a19\u7c64\u6709\u54ea\u4e9b\uff0c\u8acb\u53c3\u8003 <a href=\"https:\/\/web.stanford.edu\/~jurafsky\/ws97\/manual.august1.html\">SWBD-DAMSL<\/a> \u5206\u985e\u6cd5\uff0c\u7576\u4e2d\u5ee3\u6cdb\u5730\u56ca\u62ec\u4e86 42 \u7a2e\u6a19\u7c64\u3002<\/p>\n<h2><strong>\u5c07\u8a00\u8a9e\u884c\u70ba\u904b\u7528\u65bc\u5c0d\u8a71\u7ba1\u7406<\/strong><\/h2>\n<p>\u5728\u524d\u6587\u7684\u4f7f\u7528\u8005\u548c\u6a5f\u5668\u4eba\u5c0d\u8a71\u7bc4\u4f8b\u4e2d\uff0c\u6211\u5011\u53ef\u4ee5\u5c07\u4e09\u6b21\u4f7f\u7528\u8005\u67e5\u8a62\u7684\u8a00\u8a9e\u884c\u70ba\u52a0\u4e0a\u300cGREETING\u300d(\u6216\u300cCONVENTIONAL-OPENING\u300d)\u3001\u300cQUESTION\u300d\u548c\u300cOPINION-NEGATIVE\u300d\u6a19\u7c64\u3002 \u65e2\u7136\u6211\u5011\u5df2\u7d93\u77e5\u9053\u4f7f\u7528\u8005\u5728\u6700\u5f8c\u4e00\u6b21\u56de\u8986\u4e2d\u8868\u9054\u4e86\u5c0d\u54c1\u724c\u7684\u8ca0\u9762\u89c0\u611f (\u6a19\u7c64\u5c6c\u65bc\u300c\u985e\u5225\u300d\u5be6\u9ad4\u985e\u578b)\uff0c\u5c0d\u8a71\u7ba1\u7406\u54e1\u5c31\u53ef\u4ee5\u7be9\u9078\u5efa\u8b70\u6e05\u55ae\uff0c\u5c07\u4f7f\u7528\u8005\u4e0d\u559c\u6b61\u7684\u985e\u5225\u5f9e\u9078\u9805\u4e2d\u6392\u9664\u3002<\/p>\n<h2><strong>\u900f\u904e\u8a00\u8a9e\u884c\u70ba\u5728\u5c0d\u8a71\u4e2d\u8b58\u5225\u53ef\u5316\u70ba\u884c\u52d5\u7684\u4e8b\u9805<\/strong><\/h2>\n<p>\u6211\u5011\u4e5f\u4e00\u76f4\u5728\u5be6\u9a57\u53e6\u4e00\u7a2e\u8a00\u8a9e\u884c\u70ba\u7684\u61c9\u7528\u65b9\u5f0f\uff0c\u4ea6\u5373\u900f\u904e\u8a00\u8a9e\u884c\u70ba\u4f86\u64f7\u53d6\u51fa\u6703\u8b70\u4e2d\u7684\u8981\u9ede\u3002 \u70ba\u65b0\u805e\u6587\u7ae0\u6574\u7406\u51fa\u6458\u8981\u662f\u4e00\u9805\u7d93\u904e\u900f\u5fb9\u7814\u7a76\u7684\u554f\u984c\uff0c\u4f46\u5f9e\u6703\u8b70\u4e2d\u7bc0\u9304\u51fa\u6458\u8981 (\u4ea6\u5373\u6703\u8b70\u8981\u9ede) \u5247\u4e0d\u4e00\u6a23\uff0c\u9019\u662f\u975e\u5e38\u56f0\u96e3\u7684\u4e8b\uff0c\u56e0\u70ba\u7d93\u904e\u8a3b\u89e3\u7684\u8cc7\u6599\u4e26\u4e0d\u5bb9\u6613\u7372\u5f97\u3002 \u6240\u8b02\u7684\u8981\u9ede\uff0c\u5176\u5be6\u5305\u542b\u4e86\u5404\u7a2e\u4e3b\u89c0\u610f\u8b58\u3002 \u8209\u4f8b\u4f86\u8aaa\uff0c\u5de5\u7a0b\u5e2b\u53ef\u80fd\u6703\u5c07\u91cd\u9ede\u653e\u5728\u6703\u8b70\u4e2d\u6240\u8a0e\u8ad6\u7684\u5be6\u4f5c\u7d30\u7bc0\uff0c\u4f46\u7522\u54c1\u7d93\u7406\u53ef\u80fd\u4e0d\u9700\u8981\u5c0d\u6280\u8853\u6027\u7d30\u7bc0\u65a4\u65a4\u8a08\u8f03\u3002 \u9019\u7a2e\u4e3b\u89c0\u6027\uff0c\u518d\u52a0\u4e0a\u6703\u8b70\u8cc7\u6599\u7684\u6a5f\u5bc6\u6027\uff0c\u4f7f\u5f97\u6211\u5011\u96e3\u4ee5\u53d6\u5f97\u7d93\u904e\u8a3b\u89e3\u7684\u8cc7\u6599\u4f86\u8a13\u7df4\u6a21\u578b\u3002 \u6587\u5b78\u7814\u7a76\u548c\u5167\u90e8\u8abf\u67e5\u90fd\u986f\u793a\uff0c\u5982\u679c\u4eba\u5011\u5c0d\u67d0\u4ef6\u4e8b\u6709\u5171\u8b58\uff0c\u5247\u884c\u52d5\u4e8b\u9805\u548c\u5f8c\u7e8c\u8ffd\u8e64\u4e8b\u9805\u5c31\u5fc5\u7136\u6703\u6210\u70ba\u6703\u8b70\u91cd\u9ede\u6458\u8981\u7684\u4e00\u90e8\u4efd\u3002 \u5728\u9019\u7a2e\u50be\u5411\u7684\u9a45\u52d5\u4e0b\uff0c\u6211\u5011\u6703\u5c07\u95dc\u6ce8\u91cd\u9ede\u7e2e\u5c0f\u5230\u6703\u8b70\u4e2d\u53ef\u64da\u4ee5\u884c\u52d5\u7684\u4e8b\u9805\u3002 \u4ee5\u4e0b\u7bc4\u4f8b\u5c55\u793a\u4e86\u4f55\u8b02\u53ef\u64da\u4ee5\u884c\u52d5\u7684\u4e8b\u9805\u3002 \u884c\u52d5\u4e8b\u9805\u9019\u500b\u8a5e\u6240\u8868\u9054\u7684\u610f\u7fa9\u4f3c\u4e4e\u53ef\u5206\u6210\u5169\u5927\u985e\uff1a\u767c\u8a00\u4eba\u627f\u8afe\u63a1\u53d6\u67d0\u500b\u884c\u52d5\uff0c\u4ee5\u53ca\u767c\u8a00\u4eba\u767c\u51fa\u4e00\u9805\u547d\u4ee4\u3002 \u9019\u6a23\u7684\u5206\u985e\u4f7f\u5f97\u8a00\u8a9e\u884c\u52d5\u975e\u5e38\u9069\u5408\u7528\u65bc\u89e3\u6c7a\u9019\u985e\u554f\u984c\u3002 <a href=\"https:\/\/storage.googleapis.com\/wx-blg-prd-gcs\/wp-content\/uploads\/1\/2021\/06\/Screen-Shot-2021-06-02-at-4.11.04-PM.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-12406\" src=\"https:\/\/storage.googleapis.com\/wx-blg-prd-gcs\/wp-content\/uploads\/1\/2021\/06\/Screen-Shot-2021-06-02-at-4.11.04-PM.png\" alt=\"\u767c\u8a00\u4eba\u63d0\u51fa\u7591\u616e\" width=\"2338\" height=\"1032\" srcset=\"https:\/\/blog.webex.com\/wp-content\/uploads\/2021\/06\/Screen-Shot-2021-06-02-at-4.11.04-PM.png 980w, https:\/\/blog.webex.com\/wp-content\/uploads\/2021\/06\/Screen-Shot-2021-06-02-at-4.11.04-PM-300x132.png 300w, https:\/\/blog.webex.com\/wp-content\/uploads\/2021\/06\/Screen-Shot-2021-06-02-at-4.11.04-PM-1024x452.png 1024w, https:\/\/blog.webex.com\/wp-content\/uploads\/2021\/06\/Screen-Shot-2021-06-02-at-4.11.04-PM-768x339.png 768w, https:\/\/blog.webex.com\/wp-content\/uploads\/2021\/06\/Screen-Shot-2021-06-02-at-4.11.04-PM-1536x678.png 1536w, https:\/\/blog.webex.com\/wp-content\/uploads\/2021\/06\/Screen-Shot-2021-06-02-at-4.11.04-PM-2048x904.png 2048w\" sizes=\"auto, (max-width: 2338px) 100vw, 2338px\" \/><\/a> \u6211\u5011\u70ba\u5de5\u4f5c\u4e8b\u9805\u5b9a\u7fa9\u51fa\u4e86\u4e0b\u5217\u8a00\u8a9e\u884c\u70ba\u5206\u985e\uff1a<\/p>\n<ul>\n<li>\u627f\u8afe [COM] \u2013 \u767c\u8a00\u4eba\u627f\u8afe\u9032\u884c\u67d0\u4ef6\u4e8b\n<ul>\n<li>\u300c\u6211\u6703\u50b3\u9001\u4e00\u5c01\u5305\u542b\u7d30\u7bc0\u7684\u96fb\u5b50\u90f5\u4ef6\u7d66\u4f60\u300d<\/li>\n<li>\u300c\u6211\u6703\u5b89\u6392\u9031\u4e00\u548c Jerry \u4e00\u8d77\u958b\u6703\u300d<\/li>\n<\/ul>\n<\/li>\n<li>\u6307\u4ee4 [DIR] \u2013 \u767c\u8a00\u4eba\u8981\u6c42\u8046\u807d\u8005\u9032\u884c\u67d0\u4ef6\u4e8b\u4f5c\u70ba\u56de\u61c9\n<ul>\n<li>\u300c\u4f60\u660e\u5929\u53ef\u4ee5\u628a\u4e8b\u60c5\u8ddf\u4ed6\u5011\u540c\u6b65\u929c\u63a5\u4e00\u4e0b\u55ce\uff1f\u300d<\/li>\n<li>\u300c\u4f60\u5c0d\u9019\u9805\u5c08\u6848\u7684\u9810\u4f30\u7d50\u679c\u5982\u4f55\uff1f\u300d<\/li>\n<\/ul>\n<\/li>\n<li>\u95e1\u8ff0 [ELB] \u2013 \u767c\u8a00\u4eba\u5728 COM \u6216 DIR \u7576\u4e2d\u518d\u52a0\u5165\u66f4\u591a\u8cc7\u8a0a\n<ul>\n<li>\u300c\u6211\u4eca\u5929\u6703\u5b89\u6392\u548c Emma \u4e00\u8d77\u958b\u6703\u3002 \u4e3b\u8981\u8b70\u7a0b\u662f\u548c\u5979\u8a0e\u8ad6\u9019\u500b\u5c08\u6848\uff0c\u91d0\u6e05\u66f4\u591a\u4e8b\u9805\u3002\u300d (COM \u4e4b\u5f8c\u7dca\u63a5\u8457 ELB)<\/li>\n<li>\u300c\u4f60\u61c9\u8a72\u99ac\u4e0a\u958b\u59cb\u8655\u7406\u6587\u4ef6\uff0c \u9019\u6a23\u624d\u6703\u8b93\u5171\u7528\u7a0b\u5e8f\u66f4\u8f15\u9b06\u3002\u300d (DIR \u4e4b\u5f8c\u7dca\u63a5\u8457 ELB)<\/li>\n<\/ul>\n<\/li>\n<li>\u8a8d\u53ef [ACK] &#8211; \u767c\u8a00\u4eba\u8a8d\u540c\u67d0\u4e8b\n<ul>\n<li>\u300c\u597d\u7684\uff0c\u807d\u8d77\u4f86\u4e0d\u932f\u300d<\/li>\n<li>\u300c\u9019\u6211\u53ef\u4ee5\u63a5\u53d7\u300d<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u6709\u4e9b\u627f\u8afe\u548c\u6307\u4ee4\u672a\u5fc5\u8db3\u4ee5\u6210\u70ba\u91cd\u9ede\uff0c\u56e0\u70ba\u9019\u4e9b\u5206\u985e\u7684\u884c\u52d5\u7bc4\u570d\u50c5\u9650\u5728\u6703\u8b70\u671f\u9593\u5167\u767c\u751f\u3002 \u6bd4\u65b9\u8aaa\u300c\u6211\u4f86\u5206\u4eab\u4e00\u4e0b\u6211\u7684\u87a2\u5e55\u300d\u6216\u300c\u5404\u4f4d\u6709\u770b\u5230\u6211\u7684 Chrome \u8996\u7a97\u55ce\uff1f\u300d \u70ba\u4e86\u8655\u7406\u9019\u4e9b\u60c5\u6cc1\uff0c\u6211\u5011\u8981\u9032\u4e00\u6b65\u5c07 COM \u548c DIR \u5340\u5206\u70ba\u6703\u8b70\u4e2d (IM) \u548c\u6703\u8b70\u5f8c (PM) \u985e\u5225\u3002 \u5206\u985e\u70ba COM-PM \u6216 DIR-PM \u7684\u53e5\u5b50\u624d\u662f\u6211\u5011\u60f3\u8981\u70ba\u4f7f\u7528\u8005\u6574\u7406\u6210\u884c\u52d5\u4e8b\u9805\u7684\u5167\u5bb9\u3002 \u6211\u5011\u5f9e\u5df2\u52a0\u4e0a\u9019\u4e9b\u6a19\u7c64\u4f86\u8a3b\u89e3\u7684\u6703\u8b70\u4e2d\u53d6\u51fa 50,000 \u500b\u53e5\u5b50\uff0c\u7528\u9019\u4e9b\u53e5\u5b50\u4f86\u5fae\u8abf\u4e8b\u5148\u53d7\u904e\u8a13\u7df4\u7684 <a href=\"https:\/\/huggingface.co\/transformers\/model_doc\/roberta.html#robertaforsequenceclassification\">RoBERTa<\/a> (\u8f49\u63db\u7a0b\u5f0f\u7684\u67d0\u500b\u7248\u672c) \u6a21\u578b\u3002 \u9019\u500b\u6a21\u578b\u63a5\u53d7\u4e86 3,000 \u500b\u73fe\u6210\u53e5\u5b50\u7684\u6e2c\u8a66\uff0c\u5728\u9810\u6e2c\u6b63\u78ba\u7684\u8a00\u8a9e\u884c\u70ba\u65b9\u9762\u9054\u6210\u7d04 82% \u7684\u6e96\u78ba\u5ea6\u3002 \u70ba\u4e86\u8a55\u4f30\u8b58\u5225\u6703\u8b70\u91cd\u9ede\u6458\u8981\u7684\u6700\u7d42\u76ee\u6a19\uff0c\u6211\u5011\u8acb\u5169\u4f4d\u5c08\u696d\u8a3b\u89e3\u8005\u5c0d 12 \u5834\u6703\u8b70\u4f5c\u8a3b\u89e3\uff0c\u4ee5\u4e8c\u5143\u6a19\u7c64\u7684\u65b9\u5f0f\u5c07\u6bcf\u500b\u6703\u8b70\u4e2d\u7684\u53e5\u5b50\u6a19\u8a18\u70ba\u662f\u5426\u61c9\u5217\u5165\u8981\u9ede\u3002 \u9019\u500b\u6a21\u578b\u7684\u6e96\u78ba\u5ea6\u9ad8\u9054 88%\uff0c\u4e5f\u5c31\u662f\u6a21\u578b\u5f9e 100 \u9805\u8981\u9ede\u4e2d\u6b63\u78ba\u9810\u6e2c\u5230 88 \u9805\u8981\u9ede\u3002 \u7136\u800c\u91cd\u65b0\u53eb\u7528\u6642\u7684\u6e96\u78ba\u5ea6\u53ea\u6709 42%\uff0c\u4e5f\u5c31\u662f\u6a21\u578b\u932f\u5931\u4e86\u8d85\u904e 50% \u7684\u8981\u9ede\uff0c\u6216\u8005\u9019\u4e9b\u8981\u9ede\u4e26\u4e0d\u9069\u7528\u65bc\u9019\u985e\u627f\u8afe\u6216\u6307\u4ee4\u7684\u7d50\u69cb\u63cf\u8ff0\u3002 \u96d6\u7136\u7d50\u679c\u7559\u4e0b\u4e86\u76f8\u7576\u5927\u7684\u9032\u6b65\u7a7a\u9593\uff0c\u4f46\u662f\u904e\u7a0b\u4e2d\u7684\u9ad8\u6e96\u78ba\u6027\u4ecd\u7136\u4ee4\u4eba\u76f8\u7576\u96c0\u8e8d\u3002<\/p>\n<h2><strong>\u5176\u4ed6\u61c9\u7528\u65b9\u5f0f<\/strong><\/h2>\n<p>\u6211\u5011\u50c5\u50c5\u7528\u5169\u500b\u61c9\u7528\u7bc4\u4f8b\u5c55\u73fe\u4e86\u8a00\u8a9e\u884c\u70ba\u7684\u5be6\u7528\u6027\uff0c\u4f46\u5728\u73fe\u5be6\u4e2d\u9084\u6709\u8a31\u591a\u7a2e\u5176\u4ed6\u4f7f\u7528\u6848\u4f8b\u3002 \u8a00\u8a9e\u884c\u70ba\u6709\u52a9\u65bc\u7406\u89e3\u4e00\u5834\u5c0d\u8a71\u4e2d\u5305\u7f85\u842c\u8c61\u7684\u7d50\u69cb\uff0c\u5c0d\u65bc\u5ba2\u670d\u4e2d\u5fc3\u7684\u5c0d\u8a71\u7d00\u9304\u5206\u6790\u975e\u5e38\u5be6\u7528\u3002 \u8fd1\u671f\u6709\u4e00\u4efd<a href=\"https:\/\/arxiv.org\/pdf\/2004.14257.pdf\">\u767c\u8868\u7684\u5831\u544a<\/a>\u4ee5\u81ea\u52d5\u8aaa\u51fa\u6709\u79ae\u8c8c\u7684\u53e5\u5b50\u70ba\u76ee\u6a19\uff0c\u4e26\u904b\u7528\u8a00\u8a9e\u884c\u70ba\u5206\u985e\u7a0b\u5f0f\u4f86\u8b58\u5225\u4e0d\u79ae\u8c8c\u7684\u53e5\u5b50\uff0c\u7136\u5f8c\u518d\u9032\u884c\u5fc5\u8981\u7684\u4fee\u6b63\u3002 \u6b64\u5916\u9084\u6709\u4e00\u4e9b\u958b\u653e\u8cc7\u6599\u96c6\u53ef\u4f9b\u63a2\u7d22\uff0c\u4f8b\u5982 <a href=\"https:\/\/compprag.christopherpotts.net\/swda.html\">Switchboard \u6587\u96c6<\/a>\u548c <a href=\"https:\/\/www.aclweb.org\/anthology\/W04-2319.pdf\">ICSI Meeting Recorder \u6587\u96c6<\/a>\uff0c\u7576\u4e2d\u7684\u5c0d\u8a71\u4ee5\u5404\u5f0f\u5404\u6a23\u7684\u8a00\u8a9e\u884c\u70ba\u6a19\u7c64\u4f86\u52a0\u4e0a\u8a3b\u89e3\u3002 Webex \u4e5f\u6703\u5728\u591a\u7a2e\u5f62\u5f0f\u4e2d\u9047\u5230\u5c0d\u8a71\u5f0f\u8a00\u8a9e\uff0c\u4f8b\u5982\u901a\u8a71\u3001\u50b3\u8a0a\u548c\u6703\u8b70\u61c9\u7528\u7a0b\u5f0f\uff0c\u4ee5\u53ca\u5ba2\u670d\u4e2d\u5fc3\u89e3\u6c7a\u65b9\u6848\u3002 \u6211\u5011\u60f3\u8981\u4ee5\u8a00\u8a9e\u884c\u70ba\u70ba\u57fa\u790e\u7684 NLP \u6a21\u578b\u4f86\u5354\u52a9\u5ba2\u6236\u5f9e\u81ea\u5df1\u7684\u8cc7\u6599\u4e2d\u53d6\u5f97\u6df1\u5165\u89e3\u6790\uff0c\u4f46\u5728\u9019\u9805\u6280\u8853\u4e0a\uff0c\u6211\u5011\u4e5f\u624d\u525b\u958b\u59cb\u63a5\u89f8\u5230\u76ae\u6bdb\u3002 \u6211\u5011\u6703\u5728\u5f8c\u7e8c\u5e7e\u500b\u6708\u5206\u4eab\u66f4\u591a\u76f8\u95dc\u4e3b\u984c\u7684\u8cc7\u8a0a\uff0c\u656c\u8acb\u671f\u5f85\u3002<\/p>\n<blockquote><p><span data-contrast=\"auto\">\u662f\u5426\u6709\u8208\u8da3\u52a0\u5165 MindMeld \u5718\u968a\uff1f \u6b61\u8fce\u50b3\u9001\u96fb\u5b50\u90f5\u4ef6\u81f3 mindmeld-jobs@cisco.com\uff01<\/span><\/p><\/blockquote>\n<h2><strong>\u95dc\u65bc\u4f5c\u8005<\/strong><\/h2>\n<p><a href=\"https:\/\/www.linkedin.com\/in\/varshaembar\/\">Varsha Embar<\/a> \u662f\u601d\u79d1 MindMeld \u5718\u968a\u7684\u8cc7\u6df1\u6a5f\u5668\u5b78\u7fd2\u5de5\u7a0b\u5e2b\uff0c\u5979\u5728\u6b64\u5718\u968a\u4e2d\u8ca0\u8cac\u6253\u9020\u751f\u7522\u5c64\u7d1a\u7684\u5c0d\u8a71\u578b\u4ecb\u9762\u3002 \u5979\u947d\u7814\u6838\u5fc3\u81ea\u7136\u8a9e\u8a00\u7406\u89e3\u5e73\u53f0\u7684\u6539\u826f\uff0c\u5305\u62ec\u63a1\u7528\u8cc7\u6e90\u9700\u6c42\u91cf\u8f03\u4f4e\u7684\u529f\u80fd\u548c\u6f14\u7b97\u6cd5\uff0c\u4ee5\u53ca\u89e3\u6c7a\u5404\u985e\u7591\u96e3\u96dc\u75c7\uff0c\u4f8b\u5982\u5728\u5435\u96dc\u7684\u6703\u8b70\u8f49\u9304\u6587\u5b57\u6a94\u6848\u4e2d\u64f7\u53d6\u6458\u8981\u8207\u5075\u6e2c\u884c\u52d5\u4e8b\u9805\u3002 \u5728\u52a0\u5165 MindMeld \u4e4b\u524d\uff0cVarsha \u5728\u5361\u5167\u57fa\u7f8e\u9686\u5927\u5b78 (Carnegie Mellon University) \u53d6\u5f97\u6a5f\u5668\u5b78\u7fd2\u8207\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u7684\u78a9\u58eb\u5b78\u4f4d\u3002 <a href=\"https:\/\/www.webex.com\/video-conferencing\">\u8a3b\u518a Webex<\/a> \u8acb\u524d\u5f80\u6211\u5011\u7684<a href=\"https:\/\/www.webex.com\/\">\u9996\u9801<\/a>\u6216\u76f4\u63a5<a href=\"https:\/\/www.webex.com\/contact-us.html\">\u806f\u7d61\u6211\u5011<\/a>\u5c0b\u6c42\u5354\u52a9\u3002 <span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\"><a href=\"https:\/\/www.webex.com\/?utm_source=Influence&#038;utm_medium=EarnedContent&#038;utm_campaign=FutureOfWork\">\u6309\u4e00\u4e0b\u6b64\u8655<\/a>\uff0c\u6df1\u5165\u77ad\u89e3 Webex \u63d0\u4f9b\u7684\u7522\u54c1\u512a\u60e0\uff0c\u4e26\u8a3b\u518a\u514d\u8cbb\u5e33\u6236\u3002<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u5c0d\u8a71\u4e2d\uff0c\u6211\u5011\u53ef\u4ee5\u63d0\u51fa\u8acb\u6c42\u3001\u8a62\u554f\u554f\u984c\u3001\u767c\u51fa\u547d\u4ee4\u3001\u7acb\u4e0b\u627f\u8afe\u3001\u8868\u9054\u8b1d\u610f\u3001\u81f4\u4e0a\u6b49\u610f\u7b49\u3002 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