LSTM-CRF Neural Network With Gated Self Attention for Chinese NER

LSTM-CRF Neural Network With Gated Self Attention for Chinese NER

Named entity recognition (NER) is an essential part of natural language processing tasks. Chinese NER task is different from the many European languages due to the lack of natural delimiters. Therefore, Chinese Word Segmentation (CWS) is usually regarded as the first step of processing Chinese NER....

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Bibliographic Details
Main Authors: Yanliang Jin, Jinfei Xie, Weisi Guo, Can Luo, Dijia Wu, Rui Wang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Chinese NER
gating mechanism
highway neural network
self-attention
Online Access:https://ieeexplore.ieee.org/document/8844740/

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