geospatial reasoning

Automatic Generation of a Compositional QA Benchmark for Geospatial Reasoning under Spatial and Entity Constraints EACL 2026 Coordinates from Context: Using LLMs to Ground Complex Location References EACL 2026 From Dialogue to Destination: Geography-Aware Large Language Models with Multimodal Fusion for Conversational Recommendation AAAI 2026 MapAgent: A Hierarchical Agent for Geospatial Reasoning with Dynamic Map Tool Integration EACL 2026 MapVerse: A Benchmark for Geospatial Question Answering on Diverse Real-World Maps WACV 2026 RemoteReasoner: Towards Unifying Geospatial Reasoning Workflow AAAI 2026 SegEarth-R2: Towards Comprehensive Language-guided Segmentation for Remote Sensing Images CVPR 2026 Spatial-Agent: Agentic Geo-spatial Reasoning with Scientific Core Concepts ACL 2026 TerraScope: Pixel-Grounded Visual Reasoning for Earth Observation CVPR 2026 UrbanGeoEval: A City-Scale Benchmark for Evaluating Large Language Models in Geospatial Reasoning ACL 2026 Geo-Spatially Informed Models for Geocoding Unstructured Addresses COLING 2025 GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning ACL 2025 MapEval: A Map-Based Evaluation of Geo-Spatial Reasoning in Foundation Models ICML 2025 MapQaTor: An Extensible Framework for Efficient Annotation of Map-Based QA Datasets ACL 2025 SpatialWebAgent: Leveraging Large Language Models for Automated Spatial Information Extraction and Map Grounding ACL 2025 Into the Unknown: Generating Geospatial Descriptions for New Environments ACL 2024 GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding EMNLP 2023 HeGeL: A Novel Dataset for Geo-Location from Hebrew Text ACL 2023