Summary
An interactive semantic map has been created to visualize and help navigate the latest 10 million scientific papers from OpenAlex. It uses SPECTER 2 embeddings, UMAP for dimensionality reduction, and Voronoi partitioning to define distinct semantic neighborhoods. This tool offers a novel spatial exploration method for understanding the vast scientific landscape.
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