ChineseCTRE: A Model for Geographical Named Entity Recognition and Correction Based on Deep Neural Networks and the BERT Model

ChineseCTRE: A Model for Geographical Named Entity Recognition and Correction Based on Deep Neural Networks and the BERT Model

Social media is widely used to share real-time information and report accidents during natural disasters. Named entity recognition (NER) is a fundamental task of geospatial information applications that aims to extract location names from natural language text. As a result, the identification of loc...

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Bibliographic Details
Main Authors: Wei Zhang, Jingtao Meng, Jianhua Wan, Chengkun Zhang, Jiajun Zhang, Yuanyuan Wang, Liuchang Xu, Fei Li
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:ISPRS International Journal of Geo-Information
Subjects:
social media information
named entity recognition
named entity correction
VGI
BERT
Online Access:https://www.mdpi.com/2220-9964/12/10/394

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