Intent detection

Number of patents in Portfolio can not be more than 2000

United States of America

PATENT NO 12182524
APP PUB NO 20230136527A1
SERIAL NO

17453562

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Abstract

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Systems and methods for natural language processing are described. One or more aspects of a method, apparatus, and non-transitory computer readable medium include receiving a text phrase; encoding the text phrase using an encoder to obtain a hidden representation of the text phrase, wherein the encoder is trained during a first training phrase using self-supervised learning based on a first contrastive loss and during a second training phrase using supervised learning based on a second contrastive learning loss; identifying an intent of the text phrase from a predetermined set of intent labels using a classification network, wherein the classification network is jointly trained with the encoder in the second training phase; and generating a response to the text phrase based on the intent.

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Patent Owner(s)

Patent OwnerAddress
ADOBE INC345 PARK AVENUE SAN JOSE CA 95110-2704

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Bui, Trung Huu San Jose, US 34 222
Chang, Walter W San Jose, US 41 1143
Chen, Xiang Palo Alto, US 396 1198
Tran, Quan Hung San Jose, US 13 87
Yoon, Seunghyun San Jose, US 24 57
Zhang, Jianguo Chicago, US 44 208

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