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arXiv9h ago
4.3

Scripts Through Time: A Survey of the Evolving Role of Transliteration in NLP

Thanmay Jayakumar, Deepon Halder, Raj Dabre

View original ↗

Analysis

Viral velocity
low
Implementation gapYES
Novelty5/10
Categorypaper
Topics
nlpmultilingualtranslation

Opportunity Brief

Develop a unified pre-processing pipeline for transliteration that helps LLMs handle low-resource scripts better. It could serve as a drop-in middleware for existing RAG systems.

Suggested repo: scriptBridge

"Break the script barrier: standardize multilingual inputs before they hit your model."

Estimated effort: 30h