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cs.AI2026
LLM-Augmented Causal Discovery: Probabilistic Fusion of Edge Existence and Orientation
Neville K. Kitson, Anthony Constantinou
Bayesian network structure learning (BNSL) from observational data struggles with orientation identifiability, while large language models (LLMs) offer broad but often unreliable c…
cs.AI2024
Using GPT-4 to guide causal machine learning
Anthony C. Constantinou, Neville K. Kitson, Alessio Zanga
Since its introduction to the public, ChatGPT has had an unprecedented impact. While some experts praised AI advancements and highlighted their potential risks, others have been cr…