Named Entity Identification in the Power Dispatch Domain Based on RoBERTa-Attention-FL Model

Named Entity Identification in the Power Dispatch Domain Based on RoBERTa-Attention-FL Model

Named entity identification is an important step in building a knowledge graph of the grid domain, which contains a certain number of nested entities. To address the issue of nested entities in the Chinese power dispatching domain’s named entity recognition, we propose a RoBERTa-Attention-FL model....

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Bibliographic Details
Main Authors: Yan Chen, Dezhao Lin, Qi Meng, Zengfu Liang, Zhixiang Tan
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Energies
Subjects:
power dispatching
named entity recognition
RoBERTa
self-attention mechanism
syntactic information
Online Access:https://www.mdpi.com/1996-1073/16/12/4654

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https://www.mdpi.com/1996-1073/16/12/4654

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