公开(公告)号：US11961509B2

公开(公告)日：2024-04-16

申请号：US16839308

申请日：2020-04-03

申请人： Microsoft Technology Licensing, LLC

发明人： Swadheen Kumar Shukla ,  Lars Hasso Liden ,  Thomas Park ,  Matthew David Mazzola ,  Shahin Shayandeh ,  Jianfeng Gao ,  Eslam Kamal Abdelreheem

IPC分类号： G10L15/00 ,  G06N3/044 ,  G06N3/049 ,  G06N3/08 ,  G10L15/06 ,  G10L15/16 ,  G10L15/22 ,  G10L25/30

CPC分类号： G10L15/063 ,  G06N3/044 ,  G06N3/049 ,  G06N3/08 ,  G10L15/16 ,  G10L15/22 ,  G10L25/30 ,  G10L2015/0635 ,  G10L2015/225

摘要： Methods and systems are disclosed for improving dialog management for task-oriented dialog systems. The disclosed dialog builder leverages machine teaching processing to improve development of dialog managers. In this way, the dialog builder combines the strengths of both rule-based and machine-learned approaches to allow dialog authors to: (1) import a dialog graph developed using popular dialog composers, (2) convert the dialog graph to text-based training dialogs, (3) continuously improve the trained dialogs based on log dialogs, and (4) generate a corrected dialog for retraining the machine learning.