We’ve all been there: faced with a complex idea, we reach for an analogy to make sense of it. "Quantum tunneling is like a ghost walking through a wall." "A blockchain is like a public digital ledger." Analogies are powerful tools for learning, but they are often...

Abstract The approaches that guide Large Language Models (LLMs) to emulate human reasoning during response generation have emerged as an effective method for enabling them to solve complex problems in a step-by-step manner, thereby achieving superior performance....