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King doesn’t need to appear commonly with prince. It just needs to appear in the same context as prince.

It also leaves out the old “tf idf” normalization of considering how common a word is broadly (less interesting) vs in that particular document. Kind of like a shittier attention. Used to make a big difference.




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