Named Entity Recognition in Electric Power Metering Domain Based on Attention Mechanism

Named Entity Recognition in Electric Power Metering Domain Based on Attention Mechanism

Named Entity Recognition (NER) is one key step for constructing power domain knowledge graph which is increasingly urgent in building smart grid. This paper proposes a new NER model called Att-CNN-BiGRU-CRF which consists of the following five layers. The prefix Att means the model is based on atten...

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Bibliographic Details
Main Authors: Kaihong Zheng, Lingyun Sun, Xin Wang, Shangli Zhou, Hanbin Li, Sheng Li, Lukun Zeng, Qihang Gong
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Power metering
attention mechanism
joint feature
named entity recognition
Online Access:https://ieeexplore.ieee.org/document/9585441/

Internet

https://ieeexplore.ieee.org/document/9585441/

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