Leveraging Large Language Models for Structure Learning in Prompted Weak Supervision.
Jinyan SuPeilin YuJieyu ZhangStephen H. BachPublished in: CoRR (2024)
Keyphrases
- structure learning
- language model
- graphical models
- probabilistic model
- bayesian networks
- language modeling
- conditional independence
- n gram
- parameter estimation
- information retrieval
- transfer learning
- statistical language models
- test collection
- language models for information retrieval
- retrieval model
- query expansion
- smoothing methods
- scoring function
- markov networks
- sample size
- mixture model
- continuous variables
- network structure
- dependency structure
- generative model
- least squares
- probability distribution
- hidden variables
- belief propagation
- machine learning