Autonomous LLM-Augmented Causal Discovery Framework: Enhancing Causal Reasoning through Synergistic Integration of Data-Driven and Language Model-Powered Approaches

The Autonomous LLM-Augmented Causal Discovery Framework (ALCM) synergizes data-driven causal discovery algorithms and Large Language Models (LLMs) to generate more accurate, robust, and explicable causal graphs.