Tamao Sakao

Lossless Vocabulary Reduction for Auto-Regressive Language Models

Tokenization---the process of decomposing a given text into a sequence of subwords called tokens---is one of the key components in the development of language models. Particularly, auto-regressive language models generate texts token by token, i.e., by predicting the next-token distribution given th…