{"id":4078,"date":"2022-07-02T13:31:29","date_gmt":"2022-07-02T05:31:29","guid":{"rendered":"http:\/\/www.sniper97.cn\/?p=4078"},"modified":"2022-07-02T13:31:29","modified_gmt":"2022-07-02T05:31:29","slug":"%e3%80%90%e6%b7%b1%e5%ba%a6%e5%ad%a6%e4%b9%a0%e5%9f%ba%e7%a1%80%e3%80%91%e5%9f%ba%e6%9c%ac%e5%90%8d%e8%af%8d%e8%a7%a3%e9%87%8a","status":"publish","type":"post","link":"http:\/\/www.sniper97.cn\/index.php\/note\/deep-learning\/base\/4078\/","title":{"rendered":"\u3010\u6df1\u5ea6\u5b66\u4e60\u57fa\u7840\u3011\u57fa\u672c\u540d\u8bcd\u89e3\u91ca"},"content":{"rendered":"\n<p>\u672c\u6587\u6574\u7406\u4e00\u4e9b\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5b66\u4e60\u4e2d\u53ef\u80fd\u9047\u5230\u7684\u4e00\u4e9b\u540d\u8bcd\u7f29\u5199\u4e0e\u89e3\u91ca\uff0c\u5c3d\u53ef\u80fd\u6db5\u76d6\u6211\u6d89\u53ca\u5230\u7684\u65b9\u65b9\u9762\u9762\u3002<\/p>\n\n\n<h3 class=\"wp-block-heading\">\u57fa\u7840\u90e8\u5206\uff1a<\/h3>\n\n\n<ul><li><strong>NLP<\/strong>\uff0cNatural Language Process\uff0c\u81ea\u7136\u8bed\u8a00\u5904\u7406<\/li><li><strong>NLU<\/strong>\uff0cNatural Language Understand\uff0c\u81ea\u7136\u8bed\u8a00\u7406\u89e3<\/li><li><strong>NLG<\/strong>\uff0cNatural Language Generation\uff0c\u81ea\u7136\u8bed\u8a00\u751f\u6210<\/li><li><strong>NLI<\/strong>\uff0c Natural Language Inference\uff0c\u81ea\u7136\u8bed\u8a00\u63a8\u7406 <\/li><\/ul>\n\n\n<p>NLU\u3001NLG\u5c5e\u4e8eNLP\u80fd\u529b\u3002<\/p>\n\n\n<h3 class=\"wp-block-heading\">\u5bf9\u8bdd\u90e8\u5206\uff1a<\/h3>\n\n\n<ul><li><strong>TOD<\/strong>\uff0cTask-Oriented Dialogue\uff0c\u9762\u5411\u4efb\u52a1\u7684\u5bf9\u8bdd<\/li><li><strong>DM<\/strong>\uff0cDialogue Managment\uff0c\u5bf9\u8bdd\u7ba1\u7406\uff1b\u51b3\u5b9a\u7cfb\u7edf\u5982\u4f55\u56de\u590d\u7528\u6237\u7684\u8f93\u5165\u3002\u6bd4\u5982\u5982\u5411\u7528\u6237\u53d1\u51fa\u8be2\u95ee\uff0c\u63d0\u4f9b\u4fe1\u606f\u7b49\u3002<\/li><li><strong>DST<\/strong>\uff0cDialogue State Track\uff0c\u5bf9\u8bdd\u72b6\u6001\u8ddf\u8e2a\uff1b\u7406\u89e3\u7528\u6237\u8f93\u5165\u5e76\u66f4\u65b0<strong>belief state<\/strong>\uff08\u4e0b\u6587\u4f1a\u89e3\u91cabelief state\uff09\u3002<\/li><li><strong>KBQA<\/strong>\uff0cKnowledge-Based Question Answering\uff0c\u57fa\u4e8e\u77e5\u8bc6\u5e93\u95ee\u7b54\u3002<\/li><li><strong>FAQ<\/strong>\uff0cFrequently Asked Questions\uff0c\u57fa\u4e8e\u9891\u7387\u5e38\u51fa\u73b0\u7684\u95ee\u9898\u3002<\/li><\/ul>\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<h4 class=\"wp-block-heading\">belief state\uff1a<\/h4>\n\n\n<p>belief state\uff0c\u53c8\u79f0dialogue state\uff0c\u53ef\u4ee5\u7ffb\u8bd1\u4e3a\u7f6e\u4fe1\u72b6\u6001\u3002<\/p>\n\n\n<blockquote class=\"wp-block-quote\"><p> a belief state b is a vector whose component values give the probabilities of being in each machine state <\/p><cite>ACL 2017\uff0cNeural Belief Tracker: Data-Driven Dialogue State Tracking. <a rel=\"noreferrer noopener\" aria-label=\"arxiv \uff08\u5728\u65b0\u7a97\u53e3\u6253\u5f00\uff09\" href=\"https:\/\/arxiv.org\/abs\/1606.03777\" target=\"_blank\">arxiv <\/a>&nbsp; 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