3 papers
cs.DB2025
Omni Geometry Representation Learning vs Large Language Models for Geospatial Entity Resolution
Kalana Wijegunarathna, Kristin Stock, Christopher B. Jones
The development, integration, and maintenance of geospatial databases rely heavily on efficient and accurate matching procedures of Geospatial Entity Resolution (ER). While resolut…
cs.AI2025
Large Multi-modal Model Cartographic Map Comprehension for Textual Locality Georeferencing
Kalana Wijegunarathna, Kristin Stock, Christopher B. Jones
Millions of biological sample records collected in the last few centuries archived in natural history collections are un-georeferenced. Georeferencing complex locality descriptions…
cs.IR2025
Digital gazetteers: review and prospects for place name knowledge bases
Kalana Wijegunarathna, Kristin Stock, Christopher B. Jones
Gazetteers typically store data on place names, place types and the associated coordinates. They play an essential role in disambiguating place names in online geographical informa…