Adding POI names to multimodal contrastive location embeddings improves land use classification, socioeconomic mapping, and location retrieval over type-only and traditional baselines.
Language models are few-shot learners.Advances in neural information processing systems, 33:1877–1901,
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Enriching Location Representation with Detailed Semantic Information
Adding POI names to multimodal contrastive location embeddings improves land use classification, socioeconomic mapping, and location retrieval over type-only and traditional baselines.