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Preserving Morphemes: Morphology-Guided Pre-Tokenization for Nepali

Shrestha, Kalash et al.
arXiv (All) · Papers
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computation-and-languagei-2-7
A byte-level BPE vocabulary learns each inflected form of a Nepali word as a separate string, so a noun stem is spelled differently in each of its case-marked forms. We test whether splitting words into stem and affixes before BPE helps, with the corpus, vocabulary size, model and number of training
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