Papers with geospatial understanding
MapQaTor: An Extensible Framework for Efficient Annotation of Map-Based QA Datasets (2025.acl-demo)
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| Challenge: | Mapping and navigation services struggle to handle natural language geospatial queries. |
| Approach: | They introduce an extensible open-source framework that streamlines the creation of reproducible, traceable map-based QA datasets. |
| Outcome: | a new open-source framework streamlines the creation of reproducible, traceable map-based QA datasets. |