Deep Learning for Toponym Resolution: Geocoding Based on Pairs of Toponyms

Deep Learning for Toponym Resolution: Geocoding Based on Pairs of Toponyms

Geocoding aims to assign unambiguous locations (i.e., geographic coordinates) to place names (i.e., toponyms) referenced within documents (e.g., within spreadsheet tables or textual paragraphs). This task comes with multiple challenges, such as dealing with referent ambiguity (multiple places with a...

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Bibliographic Details
Main Authors: Jacques Fize, Ludovic Moncla, Bruno Martins
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:ISPRS International Journal of Geo-Information
Subjects:
toponym resolution
geocoding
deep neural networks
Online Access:https://www.mdpi.com/2220-9964/10/12/818

Internet

https://www.mdpi.com/2220-9964/10/12/818

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