Indi-RomCoM: Code-Mixed Benchmark for Evaluating LLMs on Romanized Indic-English Instructions

📰 ArXiv cs.AI

Learn to evaluate LLMs on Romanized Indic-English instructions using the Indi-RomCoM benchmark and improve their performance on code-mixed language tasks

advanced Published 1 Jul 2026
Action Steps
  1. Build a dataset of Romanized Indic-English code-mixed language instructions
  2. Run experiments to evaluate LLMs on the Indi-RomCoM benchmark
  3. Configure LLMs to handle code-mixed language inputs
  4. Test the performance of LLMs on the benchmark
  5. Apply fine-tuning techniques to improve LLM performance on code-mixed language tasks
Who Needs to Know This

NLP engineers and researchers on a team can benefit from this benchmark to evaluate and fine-tune their LLMs for better performance on multilingual tasks, especially in Romanized Indic-English code-mixed language scenarios

Key Insight

💡 Evaluating LLMs on code-mixed language benchmarks like Indi-RomCoM can significantly improve their performance on multilingual tasks

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📚 Evaluate LLMs on Romanized Indic-English instructions with Indi-RomCoM benchmark! 🚀

Key Takeaways

Learn to evaluate LLMs on Romanized Indic-English instructions using the Indi-RomCoM benchmark and improve their performance on code-mixed language tasks

Read full paper → ← Back to Reads

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