Title:
TEXT TRANSLATION METHOD AND DEVICE, AND STORAGE MEDIUM
Document Type and Number:
WIPO Patent Application WO/2020/108400
Kind Code:
A1
Abstract:
Disclosed is a text translation method. The method comprises: acquiring a text sequence to be translated; performing encoding processing on said text sequence to obtain a first hidden state sequence; acquiring a first state vector; generating a second hidden state sequence according to the first state vector and the first hidden state sequence; generating a context vector corresponding to a current word according to the second hidden state sequence and the first state vector; and determining a second target word according to the context vector, the first state vector and a first target word, wherein the first target word is a translation result corresponding to the previous word, and the second target word is a translation result corresponding to the current word. Further disclosed is a text translation device. In the embodiments of the present invention, in the process of encoding a text sequence to be translated which corresponds to a piece of source language text, a context vector obtained by means of decoding is introduced, such that the representation of said text sequence is enhanced, and the translation quality is thus improved.
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Inventors:
TU ZHAOPENG (CN)
GENG XINWEI (CN)
WANG LONGYUE (CN)
WANG XING (CN)
GENG XINWEI (CN)
WANG LONGYUE (CN)
WANG XING (CN)
Application Number:
PCT/CN2019/120264
Publication Date:
June 04, 2020
Filing Date:
November 22, 2019
Export Citation:
Assignee:
TENCENT TECH SHENZHEN CO LTD (CN)
International Classes:
G06F17/00
Foreign References:
CN109543199A | 2019-03-29 | |||
CN107368476A | 2017-11-21 | |||
CN107729329A | 2018-02-23 | |||
CN108304388A | 2018-07-20 | |||
US20160179790A1 | 2016-06-23 |
Attorney, Agent or Firm:
BEIJING SAN GAO YONG XIN INTELLECTUAL PROPERTY AGENCY CO., LTD. (CN)
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