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Re:Show HN: Word2Bits – Quantized Word Vectors by Maybestring on Tuesday March 20, 2018 @12:18PM (#16629933)
If you want them to be meaningful without changing the model...

Couldn't you rotate the basis to minimize the distance between each basis vector and it's nearest neighbor?

Re:Show HN: Word2Bits – Quantized Word Vectors by maxlam on Tuesday March 20, 2018 @04:56PM (#16632560)
Haven't tried this but this is definitely a good idea for visualizing what's going on!