Title:
METHOD AND APPARATUS FOR LANGUAGE SEQUENCE LABELING, STORAGE MEDIUM, AND COMPUTING DEVICE
Document Type and Number:
WIPO Patent Application WO/2020/244475
Kind Code:
A1
Abstract:
A method and an apparatus for language sequence labeling, a storage medium and a computing device. Said method comprises: reading a first embedded representation of a language sequence, the first embedded representation comprising a character-level word embedded representation, a pre-trained word embedded representation and a global word embedded representation of the language sequence, the global word embedded representation referring to a global context representation of the language sequence (501); on the basis of a first deep-conversion recurrent neural network, performing first deep-conversion encoding on the first embedded representation, and outputting a first hidden layer state representation corresponding to each word in the language sequence (502); and decoding the first hidden layer state representation to obtain the labeling result of the language sequence (503).
Inventors:
MENG FANDONG (CN)
LIU YIJIN (CN)
ZHANG JINCHAO (CN)
ZHOU JIE (CN)
XU JINAN (CN)
LIU YIJIN (CN)
ZHANG JINCHAO (CN)
ZHOU JIE (CN)
XU JINAN (CN)
Application Number:
PCT/CN2020/093679
Publication Date:
December 10, 2020
Filing Date:
June 01, 2020
Export Citation:
Assignee:
TENCENT TECH SHENZHEN CO LTD (CN)
International Classes:
G06N3/04
Foreign References:
| CN110196967A | 2019-09-03 | |||
| CN108829818A | 2018-11-16 | |||
| US20170308790A1 | 2017-10-26 | |||
| CN107025219A | 2017-08-08 | |||
| CN108717409A | 2018-10-30 |
Attorney, Agent or Firm:
DEQI INTELLECTUAL PROPERTY LAW CORPORATION (CN)
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