Causal Structure Learning Supervised by Large Language Model

• Main Authors: Ban, Taiyu, Chen, Lyuzhou, Lyu, Derui, Wang, Xiangyu, Chen, Huanhuan
• Format: Journal Article
• Language: English
• Published: 20.11.2023
• Subjects: Computer Science - Artificial Intelligence

Causal discovery from observational data is pivotal for deciphering complex relationships. Causal Structure Learning (CSL), which focuses on deriving causal Directed Acyclic Graphs (DAGs) from data, faces challenges due to vast DAG spaces and data sparsity. The integration of Large Language Models (...