PRISM-BN: A Controlled Corpus and Benchmark for Text-to-Parameterized Bayesian Network Extraction
This work introduces PRISM-BN, a controlled corpus of 5054 BN-grounded descriptions paired with discrete reference BNs containing variables, states, directed edges, root priors, and full multi-parent CPDs across five domains and defines a benchmark with semantic node and state alignment, conditional structural scoring,...
Amartya Bhattacharya, Nikhil Singh, Neeti Pokhriyal et al.
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