Apr 22
Scripts Through Time: A Survey of the Evolving Role of Transliteration in NLP
★★★★★
significance 2/5
This paper provides a comprehensive survey of how transliteration is used to overcome the 'script barrier' in cross-lingual NLP. It offers a taxonomy of motivations, analyzes various implementation approaches, and provides recommendations for integrating transliteration into modern large language models.
Why it matters
Bridging the script barrier remains critical for expanding LLM performance and linguistic inclusivity across non-Latin-based languages.
Tags
#nlp #transliteration #cross-lingual #llm #surveyRelated coverage
- Global South OpportunitiesPivotal Research Fellowship 2026 (Q3): AI Safety Research Opportunity - Global South Opportunities
- arXiv cs.AIAn Intelligent Fault Diagnosis Method for General Aviation Aircraft Based on Multi-Fidelity Digital Twin and FMEA Knowledge Enhancement
- arXiv cs.AIPExA: Parallel Exploration Agent for Complex Text-to-SQL
- arXiv cs.AIThe Power of Power Law: Asymmetry Enables Compositional Reasoning
- arXiv cs.AIOn the Existence of an Inverse Solution for Preference-Based Reductions in Argumentation