Patent · US Active

Methods and systems for text sequence style transfer by two encoder decoders

US11501159B2 · kind B2 · utility

0Cited by

2References

18Claims

0Family size

Assignee

Alibaba Group Holding Limited · KY

Inventors

Shanchan Wu · Palo Alto, US
Qiong Zhang · Plano, US
Luo SI · San Mateo, US

Key dates

Filing date	Mar 26, 2019
Grant date	Nov 15, 2022
Priority date	—
Expiry date	Sep 15, 2041

Classification

Technology area (CPC G)Physics
CPC primaryG06N3/063
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

A method for text sequence style transfer by two encoder-decoders, including generating, by a first encoder-decoder network model, an output sequence based on a first input sequence and an input sequence style, wherein the output sequence is associated with a second sequence, generating, by a second-encoder decoder network model, a prediction of the first input sequence based on the first input sequence, the output sequence, and a first input sequence style associated with the first input sequence, generating, by a classifier, a prediction of the first input sequence style based on the prediction of the first input sequence, and updating the neural network model based on comparisons between the output sequence and the second sequence, between the prediction of the first input sequence and the first input sequence, and between the prediction of the first input sequence style and the first input sequence style.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.