Improving Chain-of-Thought Reasoning via Quasi-Symbolic Abstractions

Leonardo Ranaldi, Marco Valentino, Andrè Freitas

Chain-of-Though (CoT) represents a common strategy for reasoning in Large Language Models (LLMs) by decomposing complex tasks into intermediate inference steps. However, explanatio…