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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 …
Inferring and using location metadata to personalize web search
Personalization of search results offers the potential for significant improvements in Web
search. Among the many observable user attributes, approximate user location is …
search. Among the many observable user attributes, approximate user location is …
Adaptive context features for toponym resolution in streaming news
MD Lieberman, H Samet - Proceedings of the 35th international ACM …, 2012 - dl.acm.org
News sources around the world generate constant streams of information, but effective
streaming news retrieval requires an intimate understanding of the geographic content of …
streaming news retrieval requires an intimate understanding of the geographic content of …
Improving toponym resolution with better candidate generation, transformer-based reranking, and two-stage resolution
Using machine learning methods for disambiguating place references in textual documents
This paper presents a machine learning method for disambiguating place references in text.
Solving this task can have important applications in the digital humanities and computational …
Solving this task can have important applications in the digital humanities and computational …
A survey on geocoding: algorithms and datasets for toponym resolution
Geocoding, the task of converting unstructured text to structured spatial data, has recently
seen progress thanks to a variety of new datasets, evaluation metrics, and machine-learning …
seen progress thanks to a variety of new datasets, evaluation metrics, and machine-learning …
From space to place: Place-based explorations of text
New data sources, for example in the form of geotagged image libraries and digitised
archives of historical text documents, provide us with new opportunities for exploring how …
archives of historical text documents, provide us with new opportunities for exploring how …
Improving Toponym Resolution by Predicting Attributes to Constrain Geographical Ontology Entries
Geocoding is the task of converting location mentions in text into structured geospatial data.
We propose a new prompt-based paradigm for geocoding, where the machine learning …
We propose a new prompt-based paradigm for geocoding, where the machine learning …