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N. K. Kitson

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#artificial intelligence Preprint Aug 2026

LLM-Augmented Causal Discovery: Probabilistic Fusion of Edge Existence and Orientation

The results show that representing both sources as probabilistic uncertainty over edge existence and orientation is a practical and effective way to improve causal graph accuracy.

N. K. Kitson, Anthony C. Constantinou · 0 citations