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The Functionalizer: Lossless Functional Decomposition for Subword Tokenization

This story is from 2026-09-16. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2609.15991v1 Announce Type: new Abstract: Standard subword tokenizers either treat every orthographic variation of a word (such as hello, Hello, HELLO, and H\'ello) as unrelated vocabulary entries, which fragments the embedding space, or discard this variation through lossy normalization. We…

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  1. 2026-09-16 04:00 · arXiv cs.CL
    The Functionalizer: Lossless Functional Decomposition for Subword Tokenization

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