Embedding Logic Rules Into Recurrent Neural Networks

Embedding Logic Rules Into Recurrent Neural Networks

Incorporating prior knowledge into recurrent neural network (RNN) is of great importance for many natural language processing tasks. However, most of the prior knowledge is in the form of structured knowledge and is difficult to be exploited in the existing RNN framework. By extracting the logic rul...

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Bibliographic Details
Main Authors: Bingfeng Chen, Zhifeng Hao, Xiaofeng Cai, Ruichu Cai, Wen Wen, Jian Zhu, Guangqiang Xie
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
RNN
logic rules
sentiment classification
named entity recognition
Online Access:https://ieeexplore.ieee.org/document/8610074/

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