Pradeep Dasigi

US Patent:

20160196820, Jul 7, 2016

Filed:

Apr 3, 2015

Appl. No.:

14/678315

Inventors:

- Redmond WA, US
Nobal Bikram Niraula - Memphis TN, US
Pradeep Dasigi - Pittsburgh PA, US
Aparna Lakshmiratan - Kirkland WA, US
Geoffrey G. Zweig - Sammamish WA, US
Andrey Kolobov - Bellevue WA, US
Carlos Garcia Jurado Suarez - Redmond WA, US
David Maxwell Chickering - Bellevue WA, US

Assignee:

Microsoft Technology Licensing, LLC. - Redmond WA

International Classification:

G10L 15/00
G10L 15/18
G10L 15/07

Abstract:

Domain-specific language understanding models that may be built, tested and improved quickly and efficiently are provided. Methods, systems and devices are provided that enable a developer to build user intent detection models, language entity extraction models, and language entity resolution models quickly and without specialized machine learning knowledge. These models may be built and implemented via single model systems that enable the models to be built in isolation or in an end-to-end pipeline system that enables the models to be built and improved in a simultaneous manner.