The diagram in the "visualization" section is confusing.

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Jack Zhan

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Mar 28, 2025, 10:58:19 AMMar 28

to GloVe: Global Vectors for Word Representation

On the page at https://nlp.stanford.edu/projects/glove/, the diagram in the "visualization" section (I am not talking about the diagrams in the "Highlights->substructure" section), it talks about the "horizontal bands", I can see it on the diagram, but I do not really understand what the diagram represents.

what are the x & y axis? "vector dimension" & "vocabulary (frequency ordered)"?

For every point on the diagram, it could be different color. what does the color mean?

I was not able to find enough information on the diagram, so I am not able to understand it.