2 papers
cs.LG2025
Less is More: Multimodal Region Representation via Pairwise Inter-view Learning
Min Namgung, Yijun Lin, JangHyeon Lee +1
With the increasing availability of geospatial datasets, researchers have explored region representation learning (RRL) to analyze complex region characteristics. Recent RRL method…
cs.CL2025
MapQA: Open-domain Geospatial Question Answering on Map Data
Zekun Li, Malcolm Grossman, Eric +4
Geospatial question answering (QA) is a fundamental task in navigation and point of interest (POI) searches. While existing geospatial QA datasets exist, they are limited in both s…