Shared encoder for natural language understanding processing

Number of patents in Portfolio can not be more than 2000

United States of America

PATENT NO 12266355
APP PUB NO 20230317066A1
SERIAL NO

17690609

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Abstract

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Techniques for using a shared encoder and multiple different decoders for natural language understanding (NLU) tasks are described. The individual decoders are configured to perform different tasks using the output from one shared encoder. The decoders can process with respect to different domains and different languages. Using the shared encoder can reduce computation time during runtime. Using the shared encoder can reduce training costs (e.g., time and resources) when the system is updated to incorporate additional intents and entities. The system employs an attention mechanism to extract encoded representation data that can be used by the different decoders for its specific task.

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Patent Owner(s)

Patent OwnerAddress
AMAZON TECHNOLOGIES INCPO BOX 81226 SEATTLE WA 98108-1226

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Cao, Jin Forest Hills, US 69 913
Hamza, Wael Yorktown Heights, US 10 372
Hueser, Jonathan Jakob Aachen, DE 1 0
Momotko, Mariusz Tczew, PL 1 0
Satya, Prakash Chandana Revere, US 1 0
Triefenbach, Fabian Meschede, DE 3 52

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