Assignment of semantic labels to a sequence of words using neural network architectures

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United States of America Patent

PATENT NO 10867597
APP PUB NO 20150066496A1
SERIAL NO

14016186

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Abstract

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Technologies pertaining to slot filling are described herein. A deep neural network, a recurrent neural network, and/or a spatio-temporally deep neural network are configured to assign labels to words in a word sequence set forth in natural language. At least one label is a semantic label that is assigned to at least one word in the word sequence.

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Patent Owner(s)

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MICROSOFT TECHNOLOGY LICENSING LLCONE MICROSOFT WAY REDMOND WA 98052

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Deng, Li Redmond, US 180 5784
Deoras, Anoop San Jose, US 7 672
He, Xiaodong Issaquah, US 69 2339
Hwang, Mei-Yuh Beijing, CN 22 1996
Mesnil, Gregoire Montreal, CA 1 300
Sarikaya, Ruhi Redmond, US 105 4933
Yao, Kaisheng Newcastle, US 22 895
Yu, Dong Kirkland, US 354 6818
Zweig, Geoffrey Gerson Sammamish, US 9 387

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