These frameworks aimed to capture the non-linear and iterative nature of human reasoning but faced challenges in computational efficiency and implementation complexity. The Diagram of Thought (DoT) ...

Ensuring the reliability and verifiability of large language model (LLM)-enabled systems remains a significant challenge in software engineering. We propose a probabilistic framework for ...