Mutual Debiasing via Dual-Seed Comparison for Probabilistic Sampling in Large Language Models

Zihao Guo, Hongtao Lv, Chaoli Zhang +4

Although Large Language Models (LLMs) demonstrate remarkable capabilities in reasoning and decision-making, high-fidelity probabilistic sampling remains a persistent challenge. Whe…