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Madhulatha Mandarapu

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#natural language process... Preprint Jul 2026

Removable and Irreducible: A Token-Cost Ledger for the Multilingual Tokenization Tax

A token-cost ledger is assembled that splits each language's cost, at fixed parallel content, into a removable coding redundancy, a residual coding slack, an intrinsic-content term, and an orthogonal, irreducible grapheme-to-phoneme term that governs the multimodal rather than the text cost.

Madhulatha Mandarapu, Sandeep Kunkunuru · 0 citations

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