GeoExT 2026
Geographic Information Extraction from Texts 2026

Table of Contents

• Preface
  Summary: There were 16 papers submitted for peer review to this workshop. Out of these, 12 papers were accepted for this volume.

• Geolocating News about Extreme Climate Events: A Comparative Analysis of Off-the-Shelf Tools for Toponym Identification in German 1-11
  Brielen Madureira , Mariana Madruga de Brito , Andreas Niekler
• Automatic Construction of a Geo-Historical Knowledge Graph from Early Modern Encyclopedic Texts 12-21
  Bin Yang , Ludovic Moncla , Fabien Duchateau , Frédérique Laforest
• Determinants of Geographic Information Quality in Large Language Models: Effects of Model Family, Scale, Language, Quantization, and Fine-tuning 22-31
  Rémy Decoupes , Adrien Guille
• Evaluating Large Vision-Language Models on Geographic Language Understanding 32-45
  Ruoyao Wang , Egoitz Laparra , Steven Bethard
• Extracting and Aggregating Hierarchical Toponyms in Abstracts of Scientific Articles in Urban Studies 46-51
  Tianye Ren , Nan Bai , Ana Pereira Roders
• Multilingual Synthetic Corpora for Geoparsing Using Large Language Models 52-61
  Ilya Ilyankou , Franz Welscher , Paddy Smith , Tatu Leppämäki
• Spatiotemporal Inference of Landslide Events by Fusing Geographic Features and Social Media Information 62-68
  Bing Xu , Alexander Brenning
• Geoparsing of Spatial Coordinates in Brazilian Land Tenure Documents with Deep Learning 69-74
  Taís Pereira , Mauro Alixandrini , Jorge Pedreira Junior , Vivian Fernandes
• EndoLink: A Knowledge Graph-Based Platform for Crowdsourced Endonym and Place Name Collection 75-82
  Janine Laura Hindermann , Sina Ahmadi
• Towards Spatially Grounded and Multilingual Event Relation Extraction 83-88
  Jan Bongard , Xuke Hu , Jens Kersten , Alexander Brenning , Friederike Klan
• A Hybrid Annotation Method and A Reference Corpus for Hiking Descriptions 89-98
  Abdelkrim Tafer , Mauro Gaio , Javier Lacasta
• Using LLMs for News: Understanding the Geographic Coverage of News Generated by LLMs 99-103
  Anagani BhanuSree , Vissamsetty Saidivya , Rimjhim , K Venkatakrishna Rao