Rationale Engineering

This paper provides a comprehensive overview of the current state of knowledge on reasoning in Large Language Models (LLMs), including techniques for improving and eliciting reasoning in these models, methods and benchmarks for evaluating reasoning abilities, findings and implications of previous r