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Byte Pair Encoding

How repeatedly merging the most frequent adjacent pair grows a fixed-size vocabulary of variable-length tokens directly from a corpus.

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in Natural Language Processing Byte Pair Encoding algorithm

Byte Pair Encoding (BPE) is a corpus-based subword tokenization mechanism in Natural Language Processing that utilizes frequency statistics from training data to iteratively merge adjacent character …