DHIWAHAR-K/Beyond-English-Multilingual-Self-Consistency-for-Robust-LLM-Reasoning
Research: Does multilingual self-consistency improve LLM reasoning beyond math? Empirical study across 6 benchmarks (commonsense, ethics, NLI, knowledge) and 10 languages using Qwen2.5-32B and Aya Expanse 32B on Apple Silicon (MLX). Chain-of-thought + cross-lingual prompting.
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Mar 19, 2026
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