{"id":8407,"date":"2016-12-08T01:00:00","date_gmt":"2016-12-07T17:00:00","guid":{"rendered":"http:\/\/swarma.org\/%swarma-paper%\/"},"modified":"2018-12-11T15:40:09","modified_gmt":"2018-12-11T07:40:09","slug":"%e6%b7%b1%e5%ba%a6%e5%ad%a6%e4%b9%a0%e4%b8%8e%e8%87%aa%e7%84%b6%e8%af%ad%e8%a8%80%e5%a4%84%e7%90%86-%e5%85%ac%e5%bc%80%e6%b4%bb%e5%8a%a8","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=8407","title":{"rendered":"\u6df1\u5ea6\u5b66\u4e60\u4e0e\u81ea\u7136\u8bed\u8a00\u5904\u7406 | \u516c\u5f00\u6d3b\u52a8"},"content":{"rendered":"<div class=\"bpp-post-content\">\n<section class=\"Powered-by-XIUMI V5\"  style=\"line-height: 25.6px; white-space: normal; box-sizing: border-box;\">\n<p style=\"margin-top: 10px; margin-bottom: 15px; text-align: center; box-sizing: border-box; line-height: 2em;\"><img      style=\"color: rgb(71, 193, 168); font-size: 19px; line-height: 2em; background-color: rgb(255, 255, 255);\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma6-1534234167.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<\/section>\n<p style=\"margin-top: 15px; margin-bottom: 15px; line-height: 2em;\"><span style=\"font-size: 14px;\">\u4e3a\u4ec0\u4e48\u8fd9\u4e2a\u6d3b\u52a8\u8981\u8fde\u53d1\u4e09\u6b21\u5462\uff1f\uff1f\uff1f<\/span><\/p>\n<p style=\"margin-top: 15px; margin-bottom: 15px; line-height: 2em;\"><span style=\"font-size: 14px;\">\u56e0\u4e3a\u662f\u5415\u5927\u795e\u7684\u8bb2\u5ea7\u554a\uff01\u6765\u62a5\u540d\u7684\u4eba\u5df2\u7ecf\u7206\u6ee1\u4e86\uff01\uff01\uff01<\/span><\/p>\n<p style=\"margin-top: 15px; margin-bottom: 15px; line-height: 2em;\"><span style=\"font-size: 14px;\">\u4e3a\u4e86\u8ba9\u66f4\u591a\u7684\u4eba\u77e5\u9053\uff0c\u6240\u4ee5\u5c0f\u7f16\u51b3\u5b9a\u5237\u5c4f\u4e86\uff01\uff01\uff01\uff08\u6b22\u8fce\u5927\u5bb6\u968f\u624b\u8f6c\u53d1\u670b\u53cb\u5708~\u4e5f\u53ef\u4ee5\u9080\u8bf7\u670b\u53cb\u5165\u7fa4\uff09<\/span><\/p>\n<p style=\"margin-top: 15px; margin-bottom: 15px; line-height: 2em;\"><strong><span style=\"font-size: 14px;\">\u672c\u6b21\u66f4\u65b0\u4e86\u62db\u8058\u7684\u901a\u77e5~\u6b32\u77e5\u8be6\u60c5\u8bf7\u7ffb\u9605\u5230\u6700\u540e~~~<\/span><\/strong><\/p>\n<p style=\"line-height: 25.6px;\"><br  \/><\/p>\n<p style=\"line-height: 25.6px;\"><br  \/><\/p>\n<p style=\"margin-bottom: 15px; text-align: center; line-height: 2em;\"><strong><span style=\"color: rgb(255, 76, 0);\">\u4e3b\u8bb2\u4eba\u4ecb\u7ecd<\/span><\/strong><\/p>\n<p style=\"line-height: 25.6px;\"><br  \/><\/p>\n<p style=\"margin-bottom: 15px; line-height: 2em;\"><span style=\"font-size: 14px;\">\u5415\u6b63\u4e1c\uff0c\u73b0\u4e3a AI \u521d\u521b\u516c\u53f8\u300c\u6df1\u5ea6\u597d\u5947\uff08\u5317\u4eac\uff09\u79d1\u6280\u6709\u9650\u516c\u53f8\u300d\u7684\u8054\u5408\u521b\u59cb\u4eba\u548c CTO\u3002\u672c\u79d1\u6bd5\u4e1a\u4e8e\u897f\u5b89\u90ae\u7535\u5927\u5b66\uff0c08\u5e74\u535a\u58eb\u6bd5\u4e1a\u4e8e\u7f8e\u56fd\u4fc4\u52d2\u5188\u5065\u5eb7\u79d1\u6280\u5927\u5b66\uff0c\u4e4b\u540e\u5728\u5fb7\u514b\u8428\u65af\u5927\u5b66\u5965\u65af\u6c40\u5206\u6821\u4f5c\u535a\u58eb\u540e\u7814\u7a76\u5458\u3002\u56de\u56fd\u540e\u66fe\u5c31\u4efb\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u52a9\u7406\u7814\u7a76\u5458\uff0c\u540e\u6765\u5728\u534e\u4e3a\u8bfa\u4e9a\u65b9\u821f\u5b9e\u9a8c\u5ba4\u62c5\u4efb\u9ad8\u7ea7\u7814\u7a76\u5458\u3002\u7814\u7a76\u65b9\u5411\u5305\u62ec<strong>\u6df1\u5ea6\u5b66\u4e60\u3001\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u81ea\u52a8\u63a8\u7406\u548c\u673a\u5668\u5b66\u4e60<\/strong>\u3002\u5415\u6b63\u4e1c\u535a\u58eb\u76ee\u524d\u5df2\u5728 NIPS\u3001ICML\u3001ACL\u3001JMLR \u7b49\u9876\u7ea7\u4f1a\u8bae\u548c\u671f\u520a\u4e0a\u53d1\u8868 40 \u591a\u8bba\u6587\uff0c\u5e76\u4e14\u957f\u671f\u62c5\u4efb\u591a\u4e2a\u56fd\u9645\u4f1a\u8bae\uff08NIPS, ICML\u548cIEEE transaction on PAMI\uff09\u7684\u5ba1\u7a3f\u4eba\u3002<\/span><\/p>\n<p style=\"margin-bottom: 15px; line-height: 2em;\"><span style=\"font-size: 14px;\">Zhengdong Lu is a founder and CTO of DeeplyCourious.AI. Before that he was a senior researcher at Noah\u2019s Ark Lab, Huawei. Before joining Huawei, Dr. Lu worked as an associate researcher in MSRA and postdoctoral researcher at University of Texas at Austin. He got his bachelor\u2019s degree from Xi\u2019an Institute of Post and Telecommunication, and Ph.D degree from Oregon Health &amp; Science University. His research interest includes deep learning\uff0cnatural language processing, reasoning and general machine learning. Dr. Lu has authored over 40 papers on NIPS, ICML, ACL, and JMLR etc.<\/span><\/p>\n<p style=\"margin-bottom: 15px; text-align: center; line-height: 2em;\"><strong><span style=\"color: rgb(255, 76, 0);\">\u8bb2\u5ea7\u5185\u5bb9<\/span><\/strong><\/p>\n<p style=\"line-height: 25.6px;\"><br  \/><\/p>\n<p style=\"margin-bottom: 15px; line-height: 2em;\"><span style=\"font-size: 14px;\">\u5728\u8fd9\u6b21\u8bb2\u5ea7\u91cc\uff0c\u5415\u535a\u58eb\u4f1a\u7b80\u8981\u8ba8\u8bba\u4e00\u4e0b\u6df1\u5ea6\u5b66\u4e60\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4e2d\u7684\u6700\u8fd1\u7814\u7a76\u72b6\u51b5\uff0c\u8fd8\u5c06\u5206\u4eab\u4ed6\u5bf9\u8bed\u8a00\u667a\u80fd\u51e0\u4e2a\u91cd\u8981\u95ee\u9898\u7684\u60f3\u6cd5\uff0c\u5305\u62ec\uff1a<\/span><\/p>\n<p style=\"margin-bottom: 15px; line-height: 2em;\"><span style=\"font-size: 14px;\">1) \u4eba\u5de5\u667a\u80fd\u4e2d\u8054\u7ed3\u4e3b\u4e49\u4e0e\u7b26\u53f7\u4e3b\u4e49\u7684\u878d\u5408<\/span><\/p>\n<p style=\"margin-bottom: 15px; line-height: 2em;\"><span style=\"font-size: 14px;\">2) \u8bed\u8a00\u5b66\u4e60\u7684\u65b0\u8303\u5f0f<\/span><\/p>\n<p style=\"margin-bottom: 15px; line-height: 2em;\"><span style=\"font-size: 14px;\">In this talk, Dr. Lu will briefly discuss the recent progress in deep learning for natural language processing. He will also share his thoughts on several important issues on language intelligence, including\uff1a<\/span><\/p>\n<p style=\"margin-bottom: 15px; line-height: 2em;\"><span style=\"font-size: 14px;\">1) combining neural models with symbolic AI<\/span><\/p>\n<p style=\"margin-bottom: 15px; line-height: 2em;\"><span style=\"font-size: 14px;\">2) new paradigms for language learning.<\/span><\/p>\n<p style=\"margin-bottom: 15px; line-height: 2em;\"><span style=\"font-size: 14px;\"><img      src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma9-1534234167.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/span><\/p>\n<p style=\"line-height: 25.6px;\"><br  \/><\/p>\n<p style=\"line-height: 25.6px;\"><br  \/><\/p>\n<p><br  \/><\/p>\n<section class=\"Powered-by-XIUMI V5\"  style=\"line-height: 25.6px; white-space: normal; box-sizing: border-box; text-align: center;\">\n<p style=\"margin-bottom: 15px; line-height: 2em;\"><span style=\"color: rgb(255, 76, 0);\"><strong>\u8bb2\u5ea7\u5b89\u6392<\/strong><\/span><\/p>\n<\/section>\n<section class=\"Powered-by-XIUMI V5\"  style=\"line-height: 25.6px; white-space: normal; box-sizing: border-box;\">\n<section class=\"\" style=\"box-sizing: border-box;\">\n<section class=\"\" style=\"font-size: 14px; box-sizing: border-box;\">\n<p style=\"margin-bottom: 15px; box-sizing: border-box; line-height: 2em;\"><span style=\"color: rgb(244, 7, 7); box-sizing: border-box;\">\u65f6\u95f4\uff1a<\/span>12\u670810\u65e514:30\u201417:00<\/p>\n<p style=\"margin-bottom: 15px; box-sizing: border-box; line-height: 2em;\"><span style=\"color: rgb(244, 7, 7); box-sizing: border-box;\">\u5730\u70b9\uff1a<\/span>\u8574\u5473\u5496\u5561&nbsp;\u5317\u4eac\u5e02\u6d77\u6dc0\u533a\u516d\u9053\u53e3768\u521b\u610f\u4ea7\u4e1a\u56ed\u5185<br style=\"box-sizing: border-box;\"  \/><\/p>\n<p style=\"margin-bottom: 15px; box-sizing: border-box; line-height: 2em;\"><span style=\"color: rgb(244, 7, 7); box-sizing: border-box;\">\u7968\u4ef7\uff1a<span style=\"color: rgb(33, 30, 30); box-sizing: border-box;\">\u8bb2\u5ea7\u514d\u8d39 <span style=\"color: rgb(244, 7, 7); box-sizing: border-box;\">\uff08\u573a\u5730\u65b9\u6536<\/span><\/span><\/span><span style=\"line-height: 22.4px; letter-spacing: 0px; color: rgb(244, 7, 7); box-sizing: border-box;\">\u53d620\u5143\u7684\u996e\u6599\u8d39\uff09<\/span><\/p>\n<p style=\"margin-bottom: 15px; box-sizing: border-box; line-height: 2em;\"><span style=\"color: rgb(244, 7, 7); box-sizing: border-box;\">\u62a5\u540d\u65b9\u5f0f\uff1a<span style=\"color: rgb(49, 48, 48); box-sizing: border-box;\">\u626b\u63cf\u4e8c\u7ef4\u7801\u8fdb\u7fa4\u5373\u53ef\uff08\u5c0f\u7f16\u8bed\uff1a\u7531\u4e8e\u8bb2\u5ea7\u592a\u706b\u7206\uff0c\u6ca1\u6709\u52a0\u5165\u7b2c\u4e00\u4e2a\u7fa4\u7684\u670b\u53cb\u4eec\u53ef\u4ee5\u626b\u63cf\u4e00\u4e0b\u4e8c\u7ef4\u7801\u52a0\u7fa4\uff01\uff01\u540d\u989d\u6709\u9650,\u8d76\u7d27\u4e0b\u624b\u54e6~\uff09<\/span><\/span><\/p>\n<p style=\"margin-bottom: 15px; box-sizing: border-box; line-height: 2em;\"><span style=\"color: rgb(244, 7, 7); box-sizing: border-box;\"><span style=\"color: rgb(49, 48, 48); box-sizing: border-box;\"><img      src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma10-1534234167.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><br  \/><\/span><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section class=\"Powered-by-XIUMI V5\"  style=\"line-height: 25.6px; white-space: normal; box-sizing: border-box;\">\n<section class=\"\" style=\"box-sizing: border-box;\">\n<section class=\"\" style=\"box-sizing: border-box;\">\n<section class=\"\"  style=\"font-size: 14px; text-align: center; line-height: 25.6px; max-width: 100%; box-sizing: border-box; word-wrap: break-word !important; background-color: rgb(255, 255, 255);\">\n<section class=\"\" style=\"margin-top: 10px; margin-bottom: 10px; max-width: 100%; box-sizing: border-box; word-wrap: break-word !important;\">\n<section class=\"\" style=\"padding-right: 0.5em; padding-left: 0.5em; max-width: 100%; box-sizing: border-box; word-wrap: break-word !important;\">\n<p style=\"color: rgb(71, 193, 168); max-width: 100%; min-height: 1em; font-size: 19px; line-height: 23.2727px; box-sizing: border-box !important; word-wrap: break-word !important;\"><strong style=\"line-height: 23.2727px; font-size: 16px;\"><span style=\"color: rgb(255, 76, 0);\">\u8d85\u7ea7\u798f\u5229<\/span><\/strong><\/p>\n<p style=\"color: rgb(71, 193, 168); max-width: 100%; min-height: 1em; font-size: 19px; line-height: 23.2727px; box-sizing: border-box !important; word-wrap: break-word !important;\"><span style=\"font-size: 14px;\">\u53ea\u8981\u4f60\u6562\u6765\uff0c\u6211\u4eec\u5c31\u6562\u8981\uff01<\/span><\/p>\n<p style=\"color: rgb(62, 62, 62);\"><br  \/><\/p>\n<p style=\"color: rgb(71, 193, 168); max-width: 100%; min-height: 1em; font-size: 19px; line-height: 23.2727px; box-sizing: border-box !important; word-wrap: break-word !important;\"><img      src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma1-1534234167.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><br  \/><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p><br  \/><\/p>\n<p style=\"line-height: 25.6px;\"><br  \/><\/p>\n<p style=\"text-align: center; color: rgb(71, 193, 168); max-width: 100%; min-height: 1em; font-size: 19px; line-height: 23.2727px; box-sizing: border-box !important; word-wrap: break-word !important; background-color: rgb(255, 255, 255);\"><span style=\"max-width: 100%; font-size: 14px; color: rgb(0, 0, 0); box-sizing: border-box !important; word-wrap: break-word !important;\"><span style=\"color: rgb(191, 191, 191); font-family: \u5fae\u8f6f\u96c5\u9ed1; font-size: 12px; line-height: 18px;\">&#8211; END &#8211;<\/span><\/span><\/p>\n<p style=\"text-align: center; color: rgb(71, 193, 168); max-width: 100%; min-height: 1em; font-size: 19px; line-height: 23.2727px; box-sizing: border-box !important; word-wrap: break-word !important; background-color: rgb(255, 255, 255);\"><span style=\"max-width: 100%; font-size: 14px; color: rgb(0, 0, 0); box-sizing: border-box !important; word-wrap: break-word !important;\"><span style=\"color: rgb(191, 191, 191); font-family: \u5fae\u8f6f\u96c5\u9ed1; font-size: 12px; line-height: 18px;\"><br  \/><\/span><\/span><\/p>\n<hr style=\"line-height: 25.6px; white-space: normal; font-size: 14px; text-align: center; background-color: rgb(255, 255, 255);\"  \/>\n<p style=\"text-align: center; color: rgb(71, 193, 168); max-width: 100%; min-height: 1em; font-size: 19px; line-height: 23.2727px; box-sizing: border-box !important; word-wrap: break-word !important; background-color: rgb(255, 255, 255);\"><span style=\"max-width: 100%; font-size: 14px; color: rgb(0, 0, 0); box-sizing: border-box !important; word-wrap: break-word !important;\"><br  \/><\/span><\/p>\n<p style=\"text-align: center; color: rgb(71, 193, 168); max-width: 100%; min-height: 1em; font-size: 19px; line-height: 23.2727px; box-sizing: border-box !important; word-wrap: break-word !important; background-color: rgb(255, 255, 255);\"><strong><span style=\"max-width: 100%; color: rgb(0, 209, 0); font-size: 16px; box-sizing: border-box !important; word-wrap: break-word !important;\">\u96c6\u667a\u4ff1\u4e50\u90e8<\/span><\/strong><\/p>\n<p style=\"text-align: center; color: rgb(71, 193, 168); max-width: 100%; min-height: 1em; font-size: 19px; line-height: 23.2727px; box-sizing: border-box !important; word-wrap: break-word !important; background-color: rgb(255, 255, 255);\"><span style=\"max-width: 100%; font-size: 14px; color: rgb(0, 0, 0); box-sizing: border-box !important; word-wrap: break-word !important;\"><br  \/><\/span><\/p>\n<p style=\"margin-bottom: 15px; text-align: center; color: rgb(71, 193, 168); max-width: 100%; min-height: 1em; font-size: 19px; line-height: 2em; box-sizing: border-box !important; word-wrap: break-word !important; background-color: rgb(255, 255, 255);\"><span style=\"max-width: 100%; font-size: 14px; color: rgb(0, 0, 0); box-sizing: border-box !important; word-wrap: break-word !important;\"><span style=\"\">\u82f1\u6587\u540d\uff1a Swarm Agents Club \uff0c\u7b80\u79f0\u201c SA Club \u201d\uff0c\u6210\u7acb\u4e8e 2008 \u5e74 \uff0c \u662f\u4e00\u4e2a\u4ece\u4e8b\u5b66\u672f\u7814\u7a76\u3001\u4eab\u53d7\u79d1\u5b66\u4e50\u8da3\u7684\u63a2\u7d22\u8005\u7684\u56e2\u4f53 \u3002\u5b83\u5021\u5bfc\u4ee5\u5e73\u7b49\u5f00\u653e\u7684\u6001\u5ea6\u3001\u79d1\u5b66\u5b9e\u8bc1\u7684\u7cbe\u795e\uff0c\u8fdb\u884c\u8de8\u5b66\u79d1\u7684\u7814\u7a76\u4e0e\u4ea4\u6d41\uff0c\u529b\u56fe\u642d\u5efa\u4e00\u4e2a\u4e2d\u56fd\u7684 <strong>\u201c \u6ca1\u6709\u56f4\u5899\u7684\u7814\u7a76\u6240 \u201d<\/strong><\/span><\/span><\/p>\n<p style=\"\"><strong><span style=\"color: rgb(0, 209, 0);\">\u96c6\u667a\u4ff1\u4e50\u90e8\u7684\u53e3\u53f7\uff1a<\/span><\/strong><\/p>\n<p style=\"\">\u8ba9\u82f9\u679c\u7838\u5f97\u66f4\u731b\u70c8\u4e9b\u5427\uff01\uff01\uff01<\/p>\n<p style=\"\"><strong><span style=\"color: rgb(0, 209, 0);\">\u96c6\u667a\u4ff1\u4e50\u90e8\u7684\u4f7f\u547d\uff08\u5373\u76ee\u6807\uff09\uff1a<\/span><\/strong><\/p>\n<p style=\"\">\u8425\u9020\u81ea\u7531\u4ea4\u6d41\u5b66\u672f\u601d\u60f3\u7684\u5c0f\u751f\u5883\uff0c<\/p>\n<p style=\"\">&nbsp;\u5b55\u80b2\u5f00\u521b\u6027\u7684\u79d1\u5b66\u53d1\u73b0<\/p>\n<p style=\"text-align: center; color: rgb(71, 193, 168); max-width: 100%; min-height: 1em; font-size: 19px; line-height: 23.2727px; box-sizing: border-box !important; word-wrap: break-word !important; background-color: rgb(255, 255, 255);\"><span style=\"max-width: 100%; font-size: 14px; color: rgb(0, 0, 0); box-sizing: border-box !important; word-wrap: break-word !important;\"><\/span><br  \/><\/p>\n<p style=\"text-align: center; font-family: \u5fae\u8f6f\u96c5\u9ed1; color: rgb(71, 193, 168); max-width: 100%; min-height: 1em; font-size: 19px; line-height: 23.2727px; box-sizing: border-box !important; word-wrap: break-word !important; background-color: rgb(255, 255, 255);\"><img     width=\"22px\" style=\"margin-right: auto; margin-left: auto; line-height: 23.2727px; display: block; box-sizing: border-box !important; word-wrap: break-word !important; visibility: visible !important; width: auto !important;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma1-1534234167.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<p style=\"text-align: center; font-family: \u5fae\u8f6f\u96c5\u9ed1; color: rgb(71, 193, 168); max-width: 100%; min-height: 1em; font-size: 19px; line-height: 23.2727px; box-sizing: border-box !important; word-wrap: break-word !important; background-color: rgb(255, 255, 255);\"><span style=\"max-width: 100%; color: rgb(0, 0, 0); font-size: 14px; line-height: 21.12px; box-sizing: border-box !important; word-wrap: break-word !important;\">\u8ba9\u82f9\u679c\u7838\u5f97\u66f4\u731b\u70c8\u4e9b\u5427\uff01<\/span><\/p>\n<p><br  \/><\/p>\n<section style=\"white-space: normal; font-size: 14px; text-align: center; color: rgb(71, 193, 168); max-width: 100%; line-height: 20px; box-sizing: border-box !important; word-wrap: break-word !important; background-color: rgb(255, 255, 255);\">\n<section style=\"margin: 10px auto; padding: 10px; max-width: 100%; width: 180px; border: 2px dashed rgb(132, 132, 132); box-sizing: border-box !important; word-wrap: break-word !important;\"><img      width=\"auto\" style=\"box-sizing: border-box !important; 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