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A Hybrid Approach for Geo-Referencing Tweets: Transformer Language Model Regression and Gazetteer Disambiguation

Recent approaches to geo-referencing X posts have focused on the use of language modelling techniques that learn geographic region-specific language and use this to infer geographic coordinates from text. These approaches rely on large amounts of labelled data to build accurate predictive models. Ho...

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Principais autores: Thomas Edwards, Padraig Corcoran, Christopher B. Jones
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2025-08-01
coleção:ISPRS International Journal of Geo-Information
Assuntos:
regression
neural networks
social networks
geo-referencing
geo-coding
wildlife
Acesso em linha:https://www.mdpi.com/2220-9964/14/9/321
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