A RAG method with a curated lexicon enables controlled Singlish generation from standard English through sparse substitutions, matching zero-shot prompting in perceived naturalness while achieving higher semantic preservation and edit minimality.
A fro CS -xs: Creating a Compact, High-Quality, Human-Validated Code-Switched Dataset for A frican Languages
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From Standard English to Singlish: A Retrieval-Augmented Approach for Code-Switched Creole Generation in Large Language Models
A RAG method with a curated lexicon enables controlled Singlish generation from standard English through sparse substitutions, matching zero-shot prompting in perceived naturalness while achieving higher semantic preservation and edit minimality.