Text Labels Itself
This video presents the same text shown beside it, spoken and on screen. It adds nothing the text does not say.
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Text trains next-word prediction for free — every sentence is a supervised example, with the words so far as input and the word that came next as label.
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No annotator is paid: one shelf of books becomes millions of labeled examples at the price of collection.
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Free labels made language the field's best-fed problem — the bill returns when bodies enter.