Exploring Named Entity Recognition via MacBERT-BiGRU and Global Pointer with Self-Attention

Exploring Named Entity Recognition via MacBERT-BiGRU and Global Pointer with Self-Attention

Named Entity Recognition (NER) is a fundamental task in natural language processing that aims to identify and categorize named entities within unstructured text. In recent years, with the development of deep learning techniques, pre-trained language models have been widely used in NER tasks. However...

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Bibliographic Details
Main Authors: Chengzhe Yuan, Feiyi Tang, Chun Shan, Weiqiang Shen, Ronghua Lin, Chengjie Mao, Junxian Li
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Big Data and Cognitive Computing
Subjects:
named entity recognition
MacBERT
self-attention
global pointer
Online Access:https://www.mdpi.com/2504-2289/8/12/179
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