Visualizing Spatial Semantics of Dimensionally Reduced Text Embeddings

Wei Liu, Chris North, Rebecca Faust

Dimension reduction (DR) can transform high-dimensional text embeddings into a 2D visual projection facilitating the exploration of document similarities. However, the projection o…