Does Morphological Correctness Matter for Tokenization? A Scrambled Control Study in Tagalog

Typology-aware tokenizers are motivated by the claim that segmentation which respects morpheme boundaries preserves information that frequency-driven segmentation destroys. Studies routinely establish that it helps while assuming the boundaries must be linguistically correct. We separate them.