Reversibility reconsidered: finite-state factors for efficient probabilistic sampling in parsing and generation.
Marc DymetmanSriram VenkatapathyChunyang XiaoPublished in: EMNLP (2015)
Keyphrases
- finite state
- markov chain
- probabilistic context free grammars
- markov decision processes
- context free
- optimal policy
- finite state transducers
- model checking
- monte carlo
- vector quantizer
- natural language
- action sets
- natural language processing
- generative model
- learning algorithm
- context sensitive
- state space
- markov chain monte carlo
- average cost
- partially observable markov decision processes
- bayesian networks