{"id":20447,"date":"2021-06-03T11:03:25","date_gmt":"2021-06-03T18:03:25","guid":{"rendered":"https:\/\/blog.webex.com\/uncategorized-zh-hans\/%e5%88%a9%e7%94%a8%e8%a8%80%e8%af%ad%e8%a1%8c%e4%b8%ba%e5%ae%9e%e7%8e%b0%e5%af%b9%e8%af%9d%e5%bc%8f%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd\/"},"modified":"2021-08-05T13:46:28","modified_gmt":"2021-08-05T20:46:28","slug":"%e5%88%a9%e7%94%a8%e8%a8%80%e8%af%ad%e8%a1%8c%e4%b8%ba%e5%ae%9e%e7%8e%b0%e5%af%b9%e8%af%9d%e5%bc%8f%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd","status":"publish","type":"post","link":"https:\/\/blog.webex.com\/zh-hans\/engineering-zh-hans\/%e5%88%a9%e7%94%a8%e8%a8%80%e8%af%ad%e8%a1%8c%e4%b8%ba%e5%ae%9e%e7%8e%b0%e5%af%b9%e8%af%9d%e5%bc%8f%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd\/","title":{"rendered":"\u5229\u7528\u8a00\u8bed\u884c\u4e3a\u5b9e\u73b0\u5bf9\u8bdd\u5f0f\u4eba\u5de5\u667a\u80fd"},"content":{"rendered":"<p><em>\u8fd9\u7bc7\u535a\u5ba2\u662f\u6211\u5728 2021 \u5e74 4 \u6708 28 \u65e5 REWORK \u4f1a\u8bae\u4e0a\u6f14\u8bb2\u7684\u5168\u6587\u5185\u5bb9\u3002 \u70b9\u51fb<\/em><a href=\"https:\/\/drive.google.com\/file\/d\/1Pv84LsgvoAuHKgO_zGskm9Cxf1B_wtUh\/view?usp=sharing\"><em>\u6b64\u5904<\/em><\/a>\u83b7\u53d6\u6f14\u8bb2\u5e7b\u706f\u7247<em>\u3002\u00a0<\/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\u8bed\u8a00\u7406\u89e3 (NLU) \u662f\u4efb\u4f55\u5bf9\u8bdd\u5f0f\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u7684\u5173\u952e\u7ec4\u6210\u90e8\u5206\u3002 \u901a\u5e38\uff0c\u5728\u4efb\u52a1\u5bfc\u5411\u578b\u5bf9\u8bdd\u7cfb\u7edf\u4e2d\uff0cNLU \u5305\u62ec\u5206\u7c7b\u5668\uff0c\u7528\u4e8e\u8bc6\u522b\u7528\u6237\u610f\u56fe\u548c\u69fd\u4f4d\u6216\u5b9e\u4f53\u3002 \u5bf9\u8bdd\u7ba1\u7406\u5668\u4f1a\u6839\u636e\u8fd9\u4e2a\u8f93\u51fa\u7ed3\u679c\u6765\u9009\u62e9\u5408\u9002\u7684\u5bf9\u8bdd\u72b6\u6001\uff0c\u5e76\u91c7\u53d6\u76f8\u5e94\u7684\u884c\u52a8\u6765\u6ee1\u8db3\u7528\u6237\u7684\u8bf7\u6c42\u3002 \u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u53ef\u80fd\u65e0\u6cd5\u6e05\u6670\u5b9a\u4e49\u7528\u6237\u7684\u610f\u56fe\uff0c\u6216\u8005\u53ea\u662f\u8bc6\u522b\u51fa\u7528\u6237\u8bf7\u6c42\u4e2d\u7684\u610f\u56fe\u548c\u5b9e\u4f53\u53ef\u80fd\u65e0\u6cd5\u63d0\u4f9b\u8db3\u591f\u7684\u4fe1\u606f\uff0c\u8ba9\u5bf9\u8bdd\u7ba1\u7406\u5668\u80fd\u591f\u91c7\u53d6\u6700\u4f73\u884c\u52a8\u3002 \u4f8b\u5982\uff0c\u601d\u8003\u4e00\u4e0b\u4ee5\u4e0b\u7528\u6237\u4e0e\u96f6\u552e\u670d\u88c5\u7f51\u7ad9\u673a\u5668\u4eba\u7684\u4ea4\u4e92\u60c5\u51b5\uff1a<a href=\"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\"><img loading=\"lazy\" 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\u8bed\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> \u7528\u6237\u4ee5\u95ee\u5019\u5f00\u542f\u5bf9\u8bdd\uff0c\u7136\u540e\u63d0\u51fa\u67e5\u627e\u7279\u5b9a\u4ea7\u54c1\u7684\u8bf7\u6c42\u3002 \u5728\u8fd9\u4e24\u79cd\u60c5\u51b5\u4e0b\uff0c\u673a\u5668\u4eba\u53ef\u4ee5\u901a\u8fc7\u8bc6\u522b\u7528\u6237\u7684\u610f\u56fe\u548c\u69fd\u4f4d\uff0c\u6765\u4f5c\u51fa\u667a\u80fd\u5316\u7684\u54cd\u5e94\uff0c\u5e76\u6210\u529f\u5411\u7528\u6237\u63a8\u8350\u76f8\u5173\u4ea7\u54c1\u3002 \u4f46\u662f\uff0c\u5f53\u7528\u6237\u56de\u590d\u81ea\u5df1\u5bf9\u4ea7\u54c1\u7684\u60f3\u6cd5\u65f6\uff0c\u95ee\u9898\u5c31\u51fa\u73b0\u4e86\u3002 \u8fd9\u7c7b\u67e5\u8be2\u5e94\u8be5\u6620\u5c04\u5230\u4ec0\u4e48\u7c7b\u522b\u7684\u610f\u56fe\uff0c\u4ee5\u53ca\u5e94\u8be5\u68c0\u6d4b\u4ec0\u4e48\u7c7b\u522b\u7684\u5b9e\u4f53\uff1f \u901a\u5e38\uff0c\u5728\u9762\u5bf9\u8fd9\u79cd\u60c5\u51b5\u65f6\uff0c\u53ef\u4ee5\u8ba9\u7cfb\u7edf\u63d0\u793a\u7528\u6237\uff0c\u5c06\u5bf9\u8bdd\u5bfc\u5411\u66f4\u6613\u4e8e\u6267\u884c\u7684\u65b9\u5411\uff0c\u6bd4\u5982\u201c\u55ef\uff0c\u6211\u4e0d\u660e\u767d\u60a8\u7684\u610f\u601d\u3002 \u5982\u9700\u67e5\u770b\u66f4\u591a\u9009\u9879\uff0c\u8bf7\u8bf4\u2018\u67e5\u770b\u66f4\u591a\u2019\u3002\u201d   \u867d\u7136\u8fd9\u6837\u7684\u7528\u6237\u4f53\u9a8c\u5e76\u4e0d\u7b97\u592a\u7cdf\uff0c\u4f46\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5728 NLU \u7cfb\u7edf\u4e2d\u52a0\u5165\u989d\u5916\u7684\u5206\u7c7b\u5668\u6a21\u5757\u6765\u8bc6\u522b\u8a00\u8bed\u884c\u4e3a\u6216\u5bf9\u8bdd\u884c\u4e3a\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u673a\u5668\u4eba\u7684\u667a\u80fd\u5316\u6c34\u5e73\u3002<\/p>\n<h2><strong>\u4ec0\u4e48\u662f\u8a00\u8bed\u884c\u4e3a\uff1f<\/strong><\/h2>\n<p>\u8a00\u8bed\u884c\u4e3a\u662f\u5728\u5bf9\u8bdd\u7684\u6bcf\u53e5\u8a00\u8bed\u4e2d\u6355\u83b7\u7528\u6237\u7684\u8bed\u5883\u548c\u610f\u56fe\u3002 \u8fd9\u4e9b\u610f\u56fe\u4e0d\u540c\u4e8e\u5e38\u89c4\u5bf9\u8bdd\u610f\u56fe\uff0c\u56e0\u4e3a\u5b83\u4eec\u5b9e\u8d28\u4e0a\u6240\u5c5e\u7684\u8303\u56f4\u66f4\u5e7f\u3002 \u4f8b\u5982\uff0c\u201c\u8fd9\u4e2a\u591a\u5c11\u94b1?\u201d\u548c\u201c\u4eca\u5929\u5929\u6c14\u600e\u4e48\u6837?\u201d\u53ef\u80fd\u5206\u522b\u5c5e\u4e8e\u201cGET_COST\u201d\u548c\u201cGET_WEATHER\u201d\u7684\u610f\u56fe\uff0c\u4f46\u662f\u4e24\u8005\u90fd\u5c5e\u4e8e\u201cQUESTION\u201d\u8fd9\u4e00\u8a00\u8bed\u884c\u4e3a\uff0c\u6216\u8005\u8fd8\u53ef\u4ee5\u7ec6\u5206\u4e3a\u201cWH-QUESTION\u201d\u3002 \u76f8\u5173\u6587\u732e\u63d0\u51fa\u4e86\u4e0d\u540c\u8a00\u8bed\u884c\u4e3a\u7684\u5206\u7c7b\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u9002\u7528\u4e8e\u6211\u4eec\u5e94\u7528\u573a\u5408\u7684\u5b50\u7c7b\u3002 \u4e3a\u4e86\u66f4\u597d\u5730\u4e86\u89e3\u5177\u4f53\u6709\u54ea\u4e9b\u6807\u7b7e\uff0c\u53ef\u4ee5\u53c2\u8003 <a href=\"https:\/\/web.stanford.edu\/~jurafsky\/ws97\/manual.august1.html\">SWBD-DAMSL<\/a> \u5206\u7c7b\uff0c\u8fd9\u4e2a\u5206\u7c7b\u63d0\u4f9b\u4e86 42 \u4e2a\u4e30\u5bcc\u7684\u6807\u7b7e\u3002<\/p>\n<h2><strong>\u7528\u4e8e\u5bf9\u8bdd\u7ba1\u7406\u7684\u8a00\u8bed\u884c\u4e3a<\/strong><\/h2>\n<p>\u5728\u4e0a\u8ff0\u7528\u6237\u548c\u673a\u5668\u4eba\u4ea4\u4e92\u7684\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u9488\u5bf9\u4e09\u4e2a\u7528\u6237\u67e5\u8be2\u63d0\u4f9b\u201cGREETING\u201d\uff08\u6216\u201cCONVENTIONAL-OPENING\u201d\uff09\u3001\u201cQUESTION\u201d\u548c\u201cOPINION-NEGATIVE\u201d\u7684\u8a00\u8bed\u884c\u4e3a\u6807\u7b7e\u3002 \u6211\u4eec\u77e5\u9053\u7528\u6237\u6700\u540e\u5bf9\u54c1\u724c\u8868\u8fbe\u4e86\u5426\u5b9a\u610f\u89c1\uff08\u6807\u8bb0\u4e3a\u5c5e\u4e8e\u201c\u7c7b\u522b\u201d\u8fd9\u4e00\u5b9e\u4f53\u7c7b\u578b\uff09\uff0c\u5bf9\u8bdd\u7ba1\u7406\u5668\u53ef\u4ee5\u7b5b\u9009\u63a8\u8350\u5217\u8868\uff0c\u5c06\u7528\u6237\u4e0d\u559c\u6b22\u7684\u7c7b\u522b\u4e2d\u7684\u9009\u9879\u6392\u9664\u3002<\/p>\n<h2><strong>\u5229\u7528\u8a00\u8bed\u884c\u4e3a\u8bc6\u522b\u5bf9\u8bdd\u4e2d\u53ef\u6267\u884c\u7684\u9879\u76ee<\/strong><\/h2>\n<p>\u6211\u4eec\u4e00\u76f4\u5728\u505a\u53e6\u5916\u4e00\u4e2a\u6709\u8da3\u7684\u8bd5\u9a8c\uff0c\u90a3\u5c31\u662f\u5e94\u7528\u8a00\u8bed\u884c\u52a8\u6765\u63d0\u53d6\u4f1a\u8bae\u8981\u70b9\u3002 \u8fd9\u548c\u6982\u62ec\u65b0\u95fb\u6d88\u606f\u6709\u6240\u4e0d\u540c\uff0c\u56e0\u4e3a\u6211\u4eec\u5f88\u96be\u83b7\u5f97\u5df2\u6807\u6ce8\u7684\u6570\u636e\uff0c\u6240\u4ee5\u65e0\u6cd5\u5bf9\u63d0\u4f9b\u4f1a\u8bae\u6982\u8981\uff08\u5373\u4f1a\u8bae\u8981\u70b9\uff09\u7684\u95ee\u9898\u8fdb\u884c\u5145\u5206\u7814\u7a76\u3002 \u5bf9\u4e8e\u4ec0\u4e48\u5185\u5bb9\u5c5e\u4e8e\u4f1a\u8bae\u8981\u70b9\uff0c\u8fd9\u4e00\u70b9\u6709\u5f88\u5f3a\u7684\u4e3b\u89c2\u6027\u3002 \u4f8b\u5982\uff0c\u5de5\u7a0b\u5e08\u53ef\u80fd\u4f1a\u5173\u6ce8\u4f1a\u8bae\u4e2d\u8ba8\u8bba\u7684\u5b9e\u73b0\u7ec6\u8282\uff0c\u800c\u4ea7\u54c1\u7ecf\u7406\u53ef\u80fd\u5e76\u4e0d\u4f1a\u5173\u6ce8\u6280\u672f\u7ec6\u8282\u3002 \u7531\u4e8e\u5b58\u5728\u8fd9\u79cd\u4e3b\u89c2\u6027\uff0c\u518d\u52a0\u4e0a\u4f1a\u8bae\u6570\u636e\u5177\u6709\u673a\u5bc6\u6027\uff0c\u6240\u4ee5\u6211\u4eec\u5f88\u96be\u83b7\u53d6\u5df2\u6807\u6ce8\u7684\u6570\u636e\u5e76\u5c06\u5176\u7528\u4e8e\u8bad\u7ec3\u6a21\u578b\u3002 \u76f8\u5173\u6587\u732e\u548c\u5185\u90e8\u8c03\u67e5\u663e\u793a\uff0c\u4eba\u4eec\u4e00\u81f4\u8ba4\u4e3a\uff0c\u884c\u52a8\u9879\u76ee\u548c\u540e\u7eed\u884c\u52a8\u5e94\u6210\u4e3a\u4f1a\u8bae\u7684\u5173\u952e\u8981\u70b9\u3002 \u53d7\u6b64\u542f\u53d1\uff0c\u6211\u4eec\u5c06\u91cd\u70b9\u7f29\u5c0f\u5230\u8bc6\u522b\u4f1a\u8bae\u4e2d\u7684\u53ef\u6267\u884c\u9879\u76ee\u3002 \u4e0b\u65b9\u662f\u6211\u4eec\u6240\u8bf4\u7684\u4e00\u4e9b\u53ef\u6267\u884c\u9879\u76ee\u7684\u793a\u4f8b\u3002 \u884c\u52a8\u9879\u76ee\u7684\u8868\u8fbe\u65b9\u5f0f\u4f3c\u4e4e\u53ef\u5f52\u4e3a\u4e24\u5927\u7c7b\uff1a\u8bf4\u8bdd\u8005\u627f\u8bfa\u91c7\u53d6\u884c\u52a8\u548c\u8bf4\u8bdd\u8005\u53d1\u51fa\u547d\u4ee4\u3002 \u57fa\u4e8e\u8fd9\u4e00\u89c2\u5bdf\u7ed3\u679c\uff0c\u6211\u4eec\u53d1\u73b0\u53ef\u4ee5\u5229\u7528\u8a00\u8bed\u884c\u4e3a\u5f88\u597d\u5730\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\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=\"\u8bf4\u8bdd\u8005\u63d0\u51fa\u7684\u8981\u70b9\" 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> \u9488\u5bf9\u8fd9\u4e00\u4efb\u52a1\u7684\u8a00\u8bed\u884c\u4e3a\u5206\u7c7b\u6309\u5982\u4e0b\u65b9\u5f0f\u5b9a\u4e49\uff1a<\/p>\n<ul>\n<li>\u627f\u8bfa [COM] \u2013 \u8bf4\u8bdd\u8005\u627f\u8bfa\u505a\u67d0\u4e8b\n<ul>\n<li>\u201c\u6211\u4f1a\u7ed9\u4f60\u53d1\u9001\u4e00\u5c01\u8bf4\u660e\u8be6\u7ec6\u4fe1\u606f\u7684\u7535\u5b50\u90ae\u4ef6\u201d <\/li>\n<li>\u201c\u6211\u4f1a\u5b89\u6392\u5468\u4e00\u548c Jerry \u5f00\u4e2a\u4f1a\u201d <\/li>\n<\/ul>\n<\/li>\n<li>\u6307\u4ee4 [DIR] \u2013 \u8bf4\u8bdd\u8005\u8981\u6c42\u542c\u8005\u505a\u67d0\u4e8b\n<ul>\n<li>\u201c\u4f60\u660e\u5929\u53ef\u4ee5\u8ddf\u4ed6\u4eec\u4fdd\u6301\u540c\u6b65\u5417\uff1f\u201d<\/li>\n<li>\u201c\u4f60\u600e\u4e48\u8bc4\u4f30\u8fd9\u4e2a\u9879\u76ee\uff1f\u201d<\/li>\n<\/ul>\n<\/li>\n<li>\u8be6\u7ec6\u8bf4\u660e [ELB] \u2013 \u8bf4\u8bdd\u8005\u5bf9\u627f\u8bfa\u6216\u6307\u4ee4\u505a\u51fa\u66f4\u52a0\u8be6\u7ec6\u7684\u8bf4\u660e\n<ul>\n<li>\u201c\u6211\u4eca\u5929\u4f1a\u5b89\u6392\u548c Emma \u5f00\u4e2a\u4f1a\u3002 \u4e3b\u8981\u8bae\u7a0b\u662f\u8ddf\u5979\u8be6\u7ec6\u8ba8\u8bba\u8fd9\u4e2a\u9879\u76ee\u3002\u201d  \uff08\u5bf9\u627f\u8bfa\u505a\u51fa\u8be6\u7ec6\u8bf4\u660e\uff09<\/li>\n<li> \u201c\u4f60\u5e94\u8be5\u5904\u7406\u4e00\u4e0b\u8fd9\u4e2a\u6587\u6863\uff0c \u8fd9\u6837\u53ef\u4ee5\u66f4\u8f7b\u677e\u8fdb\u884c\u5171\u4eab\u3002\u201d  \uff08\u5bf9\u6307\u4ee4\u505a\u51fa\u8be6\u7ec6\u8bf4\u660e\uff09<\/li>\n<\/ul>\n<\/li>\n<li>\u627f\u8ba4\u4e8b\u5b9e [ACK] \u2013 \u8bf4\u8bdd\u8005\u627f\u8ba4\u67d0\u4e2a\u4e8b\u5b9e\n<ul>\n<li>\u201c\u662f\u554a\uff0c\u542c\u8d77\u6765\u4e0d\u9519\u201d<\/li>\n<li>\u201c\u5bf9\u6211\u6765\u8bf4\u5f88\u6709\u7528\u201d <\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u6709\u4e9b\u627f\u8bfa\u548c\u6307\u4ee4\u7684\u884c\u52a8\u8303\u56f4\u4ec5\u9650\u4e8e\u4f1a\u8bae\u5f00\u5c55\u671f\u95f4\uff0c\u6240\u4ee5\u4e0d\u4e00\u5b9a\u5c5e\u4e8e\u4f1a\u8bae\u8981\u70b9\u3002 \u4f8b\u5982\uff1a\u201c\u6211\u6765\u5171\u4eab\u4e00\u4e0b\u6211\u7684\u5c4f\u5e55\u201d\u3001\u201c\u80fd\u770b\u5230\u6211\u7684 Chrome \u7a97\u53e3\u5417\uff1f\u201d \u4e3a\u4e86\u5e94\u5bf9\u8fd9\u79cd\u60c5\u51b5\uff0c\u6211\u4eec\u9700\u8981\u8fdb\u4e00\u6b65\u5c06 COM \u548c DIR \u7ec6\u5206\u4e3a\u4f1a\u4e2d (IM) \u548c\u4f1a\u540e (PM) \u8fd9\u4e24\u7c7b\u3002 \u5f52\u7c7b\u4e3a COM-PM \u6216 DIR-PM \u7684\u53e5\u5b50\u662f\u6211\u4eec\u8981\u4e3a\u7528\u6237\u6355\u6349\u7684\u53ef\u6267\u884c\u9879\u76ee\u3002 \u6211\u4eec\u4f1a\u6839\u636e\u4ece\u4f1a\u8bae\u4e2d\u83b7\u53d6\u7684 5 \u4e07\u4e2a\u5df2\u6807\u6ce8\u8fd9\u4e9b\u6807\u7b7e\u7684\u53e5\u5b50\uff0c\u5bf9\u9884\u5148\u8bad\u7ec3\u7684 <a href=\"https:\/\/huggingface.co\/transformers\/model_doc\/roberta.html#robertaforsequenceclassification\">RoBERTa<\/a>\uff08\u4e00\u79cd\u8f6c\u6362\u5668\u53d8\u4f53\uff09\u6a21\u578b\u8fdb\u884c\u5fae\u8c03\u3002 \u5bf9\u4e00\u7ec4 3000 \u4e2a\u7559\u5b58\u7684\u53e5\u5b50\u8fdb\u884c\u6d4b\u8bd5\u65f6\uff0c\u8fd9\u4e2a\u6a21\u578b\u9884\u6d4b\u8a00\u8bed\u884c\u4e3a\u7684\u51c6\u786e\u5ea6\u7ea6\u4e3a 82%\u3002 \u4e3a\u4e86\u8bc4\u4f30\u786e\u5b9a\u4f1a\u8bae\u8981\u70b9\u7684\u6700\u7ec8\u76ee\u6807\uff0c\u6211\u4eec\u9080\u8bf7\u4e86\u4e24\u4f4d\u6807\u6ce8\u4e13\u5bb6\u7528\u4e8c\u8fdb\u5236\u6807\u7b7e\u5bf9 12 \u6b21\u4f1a\u8bae\u8fdb\u884c\u6807\u6ce8\uff0c\u786e\u5b9a\u4f1a\u8bae\u4e2d\u7684\u54ea\u4e9b\u53e5\u5b50\u5c5e\u4e8e\u8981\u70b9\u3002 \u8fd9\u4e2a\u6a21\u578b\u7684\u51c6\u786e\u7387\u9ad8\u8fbe 88%\uff0c\u5373\u6a21\u578b\u9884\u6d4b\u7684 100 \u4e2a\u8981\u70b9\u4e2d\uff0c\u6709 88 \u4e2a\u9884\u6d4b\u51c6\u786e\u3002 \u7136\u800c\uff0c\u8fd9\u4e2a\u6a21\u578b\u7684\u53ec\u56de\u7387\u4e3a 42%\uff0c\u8bf4\u660e\u8d85\u8fc7 50% \u7684\u8981\u70b9\u8981\u4e48\u88ab\u6a21\u578b\u9057\u6f0f\uff0c\u8981\u4e48\u4e0d\u7b26\u5408\u627f\u8bfa\u6216\u6307\u4ee4\u7684\u6a21\u5f0f\u3002 \u867d\u7136\u6211\u4eec\u4ecd\u6709\u5f88\u5927\u7a7a\u95f4\u9700\u8981\u6539\u8fdb\uff0c\u4f46\u76ee\u524d\u7684\u9ad8\u7cbe\u786e\u7387\u8fd8\u662f\u4ee4\u4eba\u611f\u5230\u975e\u5e38\u6b23\u559c\u3002<\/p>\n<h2><strong>\u5176\u4ed6\u5e94\u7528<\/strong><\/h2>\n<p>\u6211\u4eec\u53ea\u5206\u4eab\u4e86\u4e24\u4e2a\u53ef\u4ee5\u6709\u6548\u5e94\u7528\u8a00\u8bed\u884c\u4e3a\u7684\u4f8b\u5b50\uff0c\u4f46\u5728\u5b9e\u9645\u60c5\u51b5\u4e2d\u8fd8\u6709\u5f88\u591a\u5176\u4ed6\u4f7f\u7528\u6848\u4f8b\u3002 \u8a00\u8bed\u884c\u4e3a\u6709\u52a9\u4e8e\u7406\u89e3\u5bf9\u8bdd\u7684\u4e2d\u5fc3\u7ed3\u6784\uff0c\u5bf9\u5206\u6790\u547c\u53eb\u4e2d\u5fc3\u7684\u5bf9\u8bdd\u65e5\u5fd7\u5927\u6709\u5e2e\u52a9\u3002 \u6700\u8fd1\u6709\u4e00\u7bc7<a href=\"https:\/\/arxiv.org\/pdf\/2004.14257.pdf\">\u6587\u7ae0<\/a>\u4e13\u6ce8\u4e8e\u7814\u7a76\u5982\u4f55\u81ea\u52a8\u751f\u6210\u793c\u8c8c\u7528\u8bed\uff0c\u63d0\u51fa\u5229\u7528\u8a00\u8bed\u884c\u4e3a\u5206\u7c7b\u5668\u6765\u8bc6\u522b\u8868\u8ff0\u4e0d\u793c\u8c8c\u7684\u53e5\u5b50\uff0c\u7136\u540e\u8fdb\u884c\u5fc5\u8981\u7684\u7ea0\u6b63\u3002 \u6b64\u5916\uff0c\u8fd8\u53ef\u4ee5\u7814\u7a76\u4e00\u4e9b\u5f00\u653e\u7684\u6570\u636e\u96c6\uff0c\u4f8b\u5982 <a href=\"https:\/\/compprag.christopherpotts.net\/swda.html\">Switchboard \u8bed\u6599\u5e93<\/a>\u548c <a href=\"https:\/\/www.aclweb.org\/anthology\/W04-2319.pdf\">ICSI \u4f1a\u8bae\u8bb0\u5f55\u5668\u8bed\u6599\u5e93<\/a>\uff0c\u5176\u4e2d\u4e00\u4e9b\u5bf9\u8bdd\u6807\u6ce8\u7740\u5927\u91cf\u8a00\u8bed\u884c\u4e3a\u6807\u7b7e\u3002 \u5728 Webex\uff0c\u6211\u4eec\u4f1a\u5728\u547c\u53eb\u3001\u6d88\u606f\u4f20\u9001\u548c\u4f1a\u8bae\u5e94\u7528\u4ee5\u53ca\u8054\u7edc\u4e2d\u5fc3\u89e3\u51b3\u65b9\u6848\u4e2d\u9047\u5230\u591a\u79cd\u5f62\u5f0f\u7684\u5bf9\u8bdd\u8a00\u8bed\u3002 \u76ee\u524d\uff0c\u6211\u4eec\u624d\u521a\u521a\u5f00\u59cb\u7b80\u5355\u5730\u7814\u7a76\u5982\u4f55\u5229\u7528\u57fa\u4e8e\u8a00\u8bed\u884c\u4e3a\u7684 NLP \u6a21\u578b\u5e2e\u52a9\u6211\u4eec\u7684\u5ba2\u6237\u6d1e\u5bdf\u4e2a\u4eba\u6570\u636e\u3002 \u5728\u63a5\u4e0b\u6765\u7684\u51e0\u4e2a\u6708\u4e2d\uff0c\u656c\u8bf7\u5173\u6ce8\u66f4\u591a\u6709\u5173\u8fd9\u4e00\u8bdd\u9898\u7684\u4fe1\u606f\u3002<\/p>\n<blockquote><p><span data-contrast=\"auto\">\u6709\u5174\u8da3\u52a0\u5165 MindMeld \u56e2\u961f\u5417\uff1f \u8bf7\u53d1\u9001\u90ae\u4ef6\u81f3 mindmeld-jobs@cisco.com\uff01<\/span><\/p><\/blockquote>\n<h2><strong>\u5173\u4e8e\u4f5c\u8005<\/strong><\/h2>\n<p><a href=\"https:\/\/www.linkedin.com\/in\/varshaembar\/\">Varsha Embar<\/a> \u662f\u601d\u79d1 MindMeld \u56e2\u961f\u7684\u9ad8\u7ea7\u673a\u5668\u5b66\u4e60\u5de5\u7a0b\u5e08\uff0c\u5728\u56e2\u961f\u4e2d\u8d1f\u8d23\u6784\u5efa\u751f\u4ea7\u7ea7\u7684\u5bf9\u8bdd\u754c\u9762\u3002 \u5979\u81f4\u529b\u4e8e\u6539\u8fdb\u6838\u5fc3\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5e73\u53f0\uff0c\u5305\u62ec\u5728\u7f3a\u4e4f\u8d44\u6e90\u7684\u73af\u5883\u8bbe\u8ba1\u529f\u80fd\u548c\u7b97\u6cd5\uff0c\u4ee5\u53ca\u89e3\u51b3\u4e00\u4e9b\u975e\u5e38\u56f0\u96be\u7684\u95ee\u9898\uff0c\u4f8b\u5982\u5728\u5608\u6742\u7684\u4f1a\u8bae\u8f6c\u5f55\u4e2d\u63d0\u53d6\u8981\u70b9\u548c\u884c\u52a8\u9879\u76ee\u3002 \u5728\u52a0\u5165 MindMeld \u4e4b\u524d\uff0cVarsha \u5728\u5361\u5185\u57fa\u6885\u9686\u5927\u5b66\u83b7\u5f97\u4e86\u673a\u5668\u5b66\u4e60\u548c\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7855\u58eb\u5b66\u4f4d\u3002 <a href=\"https:\/\/www.webex.com\/video-conferencing\">\u6ce8\u518c Webex<\/a> \u8bbf\u95ee\u6211\u4eec\u7684<a href=\"https:\/\/www.webex.com\/\">\u4e3b\u9875<\/a>\u6216\u76f4\u63a5<a href=\"https:\/\/www.webex.com\/contact-us.html\">\u8054\u7cfb\u6211\u4eec<\/a>\uff0c\u4ee5\u83b7\u5f97\u5e2e\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\">\u70b9\u51fb\u6b64\u5904<\/a>\u8be6\u7ec6\u4e86\u89e3 Webex \u63d0\u4f9b\u7684\u4ea7\u54c1\u548c\u670d\u52a1\uff0c\u5e76\u6ce8\u518c\u514d\u8d39\u8d26\u6237\u3002\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u5bf9\u8bdd\u4e2d\uff0c\u4eba\u4eec\u53ef\u4ee5\u63d0\u51fa\u8bf7\u6c42\u3001\u63d0\u51fa\u95ee\u9898\u3001\u4e0b\u8fbe\u547d\u4ee4\u3001\u505a\u51fa\u627f\u8bfa\u3001\u8868\u793a\u611f\u8c22\u548c\u8868\u8fbe\u6b49\u610f\u7b49\u3002 \u6211\u4eec\u8981\u5982\u4f55\u901a\u8fc7\u8bad\u7ec3\u6a21\u578b\u6765\u7406\u89e3\u8fd9\u4e9b\u8bf4\u8bdd\u8005\u7684\u610f\u56fe\uff0c\u4ee5\u53ca\u5982\u4f55\u5728\u5b9e\u9645\u60c5\u51b5\u4e2d\u5e94\u7528\u8fd9\u4e9b\u6a21\u578b\uff1f<\/p>\n","protected":false},"author":5414,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[1533],"tags":[573],"class_list":["post-20447","post","type-post","status-publish","format-standard","hentry","category-engineering-zh-hans","tag-artificial-intelligence"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u5229\u7528\u8a00\u8bed\u884c\u4e3a\u5b9e\u73b0\u5bf9\u8bdd\u5f0f\u4eba\u5de5\u667a\u80fd | Welcome to the Video Conferencing Hub<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, 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