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Theoretical Analysis of Byte-Pair Encoding

Kozma, László et al.
arXiv (All) · Papers
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computation-and-languagedata-structures-and-algorithms
Byte-Pair Encoding (BPE) is a widely used method for subword tokenization, with origins in grammar-based text compression. It is employed in a variety of language processing tasks such as machine translation or large language model (LLM) pretraining, to create a token dictionary of a prescribed size
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