Text Geolocation Prediction via Self-Supervised Learning

Text Geolocation Prediction via Self-Supervised Learning

Text geolocation prediction aims to infer the geographic location of text with text semantics, serving as a fundamental task for various geographic applications. As the mainstream approach, the deep learning-based methods follow the supervised learning paradigms, which rely heavily on a large amount...

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Bibliographic Details
Main Authors: Yuxing Wu, Zhuang Zeng, Kaiyue Liu, Zhouzheng Xu, Yaqin Ye, Shunping Zhou, Huangbao Yao, Shengwen Li
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:ISPRS International Journal of Geo-Information
Subjects:
text geolocation
self-supervised learning
graph neural networks
data-scarce scenarios
Online Access:https://www.mdpi.com/2220-9964/14/4/170
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