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Automated geocoding of textual documents: A survey of current approaches
This survey article describes previous research addressing text‐based document
geocoding, ie the task of predicting the geospatial coordinates of latitude and longitude, that …
geocoding, ie the task of predicting the geospatial coordinates of latitude and longitude, that …
A survey on the geographic scope of textual documents
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 …
engines, location-based social media and document classification. In this paper we present …
GeoTxt: A scalable geoparsing system for unstructured text geolocation
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 …
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
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 …
identification and extraction of toponyms and spatial information mentioned in historical text …
A pragmatic guide to geoparsing evaluation: Toponyms, Named Entity Recognition and pragmatics
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 …
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 …
problem in analysis of both historical corpora and present-day news and web content …
Which melbourne? augmenting geocoding with maps
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 …
document with a set (or sets) of coordinates, either implicitly by using linguistic features …
Toponym matching through deep neural networks
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 …
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?
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 …
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
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 …
place names may not be recorded in existing gazetteers, due to their vernacular nature …