Matrix and Double-Array Representations for Efficient Finite State Tokenization

CMLC (LREC) 2022  ·  Nils Diewald ·

This paper presents an algorithm and implementation for efficient tokenization of space-delimited languages based on a deterministic finite state automaton. Two representations of the underlying data structure are presented and a model implementation for German is compared with state-of-the-art approaches. The presented solution is faster than other tools while maintaining comparable quality.

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