Recursive Bayesian Networks: Generalising and Unifying Probabilistic Context-Free Grammars and Dynamic Bayesian Networks.
Robert LieckMartin RohrmeierPublished in: NeurIPS (2021)
Keyphrases
- dynamic bayesian networks
- bayesian networks
- probabilistic context free grammars
- structure learning
- natural language parsing
- context free
- natural language
- conditional independence
- finite state
- approximate inference
- probability distribution
- probabilistic inference
- conditional probabilities
- graphical models
- finite automata
- incomplete data
- dependency parsing
- probabilistic model
- parameter estimation
- maximum likelihood
- co occurrence
- knowledge representation
- machine learning