32 researchers publish most comprehensive survey of tokenization in NLP

mcmcmcmcmcmcmcmcmc_ · reddit · 2026-10-01

32 tokenizer researchers spent 8 months producing what they call the most comprehensive survey of tokenization, an understudied area affecting all of NLP. It covers algorithms, evaluation, multilinguality, encodings, and theory; potential replacements like latent and visual tokenization; and adjacent topics including constrained generation, token healing, and tokenizer security.

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