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US Patent 11409374 Method and device for input prediction

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Is a
Patent
Patent

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
11409374
Date of Patent
August 9, 2022
Patent Application Number
16761216
Date Filed
June 18, 2019
Patent Citations
‌
US Patent 10380236 Machine learning system for annotating unstructured text
Patent Primary Examiner
‌
Quoc A Tran
CPC Code
‌
G06F 40/242
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G06F 40/268
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G06F 40/274
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G06F 3/04886
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G06F 3/0233
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G06F 40/216
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G06F 40/284
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G06N 3/08
...

A method and apparatus for input prediction. The method includes: obtaining an input current text; obtaining a first state parameter of a first text from a cache; inputting the current text and the first state parameter into the recurrent neural network, determining a state parameter of the current text through the recurrent neural network according to the first state parameter; and determining a predicted text of the current text from the word library according to the state parameter of the current text. The first text is a previous text of the current text; the first state parameter is determined through a preset recurrent neural network according to the first text and a state parameter of a previous text of the first text; the recurrent neural network is trained with a preset word library; the word library is used to store words. Through the method and apparatus, time for determining a predicted text is reduced.

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