Geographic Named Entity Recognition by Employing Natural Language Processing and an Improved BERT Model

Geographic Named Entity Recognition by Employing Natural Language Processing and an Improved BERT Model

Toponym recognition, or the challenge of detecting place names that have a similar referent, is involved in a number of activities connected to geographical information retrieval and geographical information sciences. This research focuses on recognizing Chinese toponyms from social media communicat...

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Bibliographic Details
Main Authors: Liufeng Tao, Zhong Xie, Dexin Xu, Kai Ma, Qinjun Qiu, Shengyong Pan, Bo Huang
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:ISPRS International Journal of Geo-Information
Subjects:
geographic named entity recognition
social media message
natural language processing
BERT
toponyms recognition
Online Access:https://www.mdpi.com/2220-9964/11/12/598

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