Invention Grant
- Patent Title: Method and device for input prediction
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Application No.: US16761216Application Date: 2019-06-18
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Publication No.: US11409374B2Publication Date: 2022-08-09
- Inventor: Yawei Jia , Xiaoqiang Wu
- Applicant: Beijing Kingsoft Internet Security Software Co., Ltd.
- Applicant Address: CN Beijing
- Assignee: Beijing Kingsoft Internet Security Software Co., Ltd.
- Current Assignee: Beijing Kingsoft Internet Security Software Co., Ltd.
- Current Assignee Address: CN Beijing
- Agency: McDonnell Boehnen Hulbert & Berghoff LLP
- Priority: CN201810691065.3 20180628
- International Application: PCT/CN2019/091755 WO 20190618
- International Announcement: WO2020/001329 WO 20200102
- Main IPC: G06F3/023
- IPC: G06F3/023 ; G06F40/268 ; G06F40/242 ; G06F40/274 ; G06N3/08 ; G06F40/216 ; G06F40/284 ; G06F3/04886 ; G06N3/04 ; G06F17/00

Abstract:
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.
Public/Granted literature
- US20210405765A1 Method and Device for Input Prediction Public/Granted day:2021-12-30
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