Leveraging Large Language Models for Structure Learning in Prompted Weak Supervision.
Jinyan SuPeilin YuJieyu ZhangStephen H. BachPublished in: BigData (2023)
Keyphrases
- structure learning
- language model
- graphical models
- probabilistic model
- bayesian networks
- language modeling
- conditional independence
- information retrieval
- n gram
- parameter estimation
- scoring function
- retrieval model
- dependency structure
- markov networks
- transfer learning
- query expansion
- mixture model
- statistical language models
- test collection
- continuous variables
- language models for information retrieval
- sample size
- belief propagation
- random variables
- smoothing methods
- probability distribution
- model selection
- maximum likelihood
- machine learning