A Morphology-Aware NLP Toolkit for the Sindhi Language
Project description
🛡️ SindhiNLTK: Morphology-Aware NLP Toolkit for Sindhi
SindhiNLTK is a high-performance Python library designed to solve "Subword Shattering" in Sindhi Language Processing. Standard multilingual models (like Llama-3 and mBERT) break unique Sindhi orthographic clusters into semantically meaningless tokens.
SindhiNLTK introduces a V3 Linguistic Shield—a hybrid Regex-BPE architecture—that protects the integrity of the 52-letter Sindhi alphabet, reducing the Token Fertility Rate from 4.15 to 1.06 and preserving 100% of aspirated digraphs.
🚀 Installation
pip install sindhinltk
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