A two-stage pipeline combining human-curated Singlish examples with embedding-based LLM ranking selects GPT-4o mini for toxicity-preserving translation, reaching gold-level human scores for Chinese and Malay but not Tamil.
Accessed: 2025-05-07
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Toxicity-Aware Few-Shot Prompting for Low-Resource Singlish Translation
A two-stage pipeline combining human-curated Singlish examples with embedding-based LLM ranking selects GPT-4o mini for toxicity-preserving translation, reaching gold-level human scores for Chinese and Malay but not Tamil.