System and method for automatic generation of a natural language understanding model

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United States of America Patent

PATENT NO 7933774
SERIAL NO

10802812

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Abstract

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A system and method is provided for rapidly generating a new spoken dialog application. In one embodiment, a user experience person labels the transcribed data (e.g., 3000 utterances) using a set of interactive tools. The labeled data is then stored in a processed data database. During the labeling process, the user experience person not only groups utterances in various call type categories, but also flags (e.g., 100-200) specific utterances as positive and negative examples for use in an annotation guide. The labeled data in the processed data database can also be used to generate an initial natural language understanding (NLU) model.

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Patent Owner(s)

Patent OwnerAddress
MICROSOFT TECHNOLOGY LICENSING LLCONE MICROSOFT WAY REDMOND WA 98052

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Begeja, Lee Gillette, US 292 5657
Drucker, Harris Long Branch, US 8 227
Gibbon, David Crawford Lincroft, US 301 4961
Gorin, Allen Louis Berkeley Heights, US 59 3407
Haffner, Patrick Guy Atlantic Highlands, US 27 255
Lewis, Steven Hart Middletown, US 9 532
Liu, Zhu Marlboro, US 306 6314
Rahim, Mazin G Warren, US 82 2512
Renger, Bernard S New Providence, US 274 6702
Shahraray, Behzad Freehold, US 313 7056

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