most citedFRIEDA: Benchmarking Multi-Step Cartographic Reasoning in Vision-Language Models

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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…

cs.CL2023

GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding

Zekun Li, Wenxuan Zhou, Yao-Yi Chiang +1

Humans subconsciously engage in geospatial reasoning when reading articles. We recognize place names and their spatial relations in text and mentally associate them with their phys…