Automated geocoding of textual documents: A survey of current approaches

F Melo, B Martins - Transactions in GIS, 2017 - Wiley Online Library
This survey article describes previous research addressing text‐based document
geocoding, ie the task of predicting the geospatial coordinates of latitude and longitude, that …

A survey on the geographic scope of textual documents

BR Monteiro, CA Davis Jr, F Fonseca - Computers & Geosciences, 2016 - Elsevier
Recognizing references to places in texts is needed in many applications, such as search
engines, location-based social media and document classification. In this paper we present …

GeoTxt: A scalable geoparsing system for unstructured text geolocation

M Karimzadeh, S Pezanowski… - Transactions in …, 2019 - Wiley Online Library
In this article we present GeoTxt, a scalable geoparsing system for the recognition and
geolocation of place names in unstructured text. GeoTxt offers six named entity recognition …

ensemble named entity recognition (ner): evaluating ner Tools in the identification of Place names in historical corpora

M Won, P Murrieta-Flores, B Martins - Frontiers in Digital Humanities, 2018 - frontiersin.org
The field of Spatial Humanities has advanced substantially in the past years. The
identification and extraction of toponyms and spatial information mentioned in historical text …

A pragmatic guide to geoparsing evaluation: Toponyms, Named Entity Recognition and pragmatics

M Gritta, MT Pilehvar, N Collier - Language resources and evaluation, 2020 - Springer
Empirical methods in geoparsing have thus far lacked a standard evaluation framework
describing the task, metrics and data used to compare state-of-the-art systems. Evaluation is …

Gazetteer-independent toponym resolution using geographic word profiles

G DeLozier, J Baldridge, L London - … of the AAAI Conference on Artificial …, 2015 - ojs.aaai.org
Toponym resolution, or grounding names of places to their actual locations, is an important
problem in analysis of both historical corpora and present-day news and web content …

Which melbourne? augmenting geocoding with maps

M Gritta, MT Pilehvar, N Collier - 2018 - repository.cam.ac.uk
The purpose of text geolocation is to associate geographic information contained in a
document with a set (or sets) of coordinates, either implicitly by using linguistic features …

Toponym matching through deep neural networks

R Santos, P Murrieta-Flores, P Calado… - International Journal of …, 2018 - Taylor & Francis
Toponym matching, ie pairing strings that represent the same real-world location, is a
fundamental problemfor several practical applications. The current state-of-the-art relies on …

[HTML][HTML] How can voting mechanisms improve the robustness and generalizability of toponym disambiguation?

X Hu, Y Sun, J Kersten, Z Zhou, F Klan, H Fan - International Journal of …, 2023 - Elsevier
Natural language texts, such as tweets and news, contain a vast amount of geospatial
information, which can be extracted by first recognizing toponyms in texts (toponym …

A natural language processing and geospatial clustering framework for harvesting local place names from geotagged housing advertisements

Y Hu, H Mao, G McKenzie - International Journal of Geographical …, 2019 - Taylor & Francis
Local place names are frequently used by residents living in a geographic region. Such
place names may not be recorded in existing gazetteers, due to their vernacular nature …