GeoWebNews provides test/train examples and enable fine-grained Geotagging and Toponym Resolution (Geocoding). This dataset is also suitable for prototyping and evaluating machine learning NLP models.
Source: A Pragmatic Guide to Geoparsing EvaluationPapers
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