Atlas · GenAI 2026

Tokenization

Splitting text into subword units for models (BPE, WordPiece, SentencePiece); underlies context limits, cost and multilingual behavior.

conceptPeak: 2020NLP FoundationsAI consensus: 0/3

Prerequisites

  • mediumNLP

    Tokenization is the first step of the NLP pipeline.

Recommended reference

Neural Machine Translation of Rare Words with Subword Units — arXiv 1508.07909

Notes from AI deep research