Counts differ because each database indexes a different set of publications. We treat OpenAlex as the canonical count; Google Scholar is not shown (no API, and crawling it violates its ToS).
We propose VisLLM-Map, a framework that integrates multimodal large language models with street-level imagery for intelligent map analysis.
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