Scalability of Bayesian Network Structure Elicitation with Large Language Models: a Novel Methodology and Comparative Analysis.
Nikolay BabakovEhud ReiterAlberto BugarínPublished in: CoRR (2024)
Keyphrases
- comparative analysis
- language model
- bayesian network structure
- bayesian networks
- language modeling
- probabilistic model
- document retrieval
- n gram
- learning bayesian networks
- directed acyclic graph
- retrieval model
- information retrieval
- conditional probabilities
- query expansion
- conditional independence
- search space
- statistical language models
- language models for information retrieval
- test collection
- relevance model
- smoothing methods
- network structure
- scoring function
- training set
- social networks
- markov blanket
- machine learning
- spoken term detection