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[P] Frequency based selection vs TF-IDF score based selection

I’m working on text segmentation with novels. I plan to use 40,000 words to generate word embeddings. When filtering these words, is it okay if I merely use the most frequent words or should I use something like a TF-IDF score?

submitted by /u/aklagoo
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