Approximate Inference for Domain Detection in Spoken Language Understanding.
Asli CelikyilmazDilek Hakkani-TürGökhan TürPublished in: INTERSPEECH (2011)
Keyphrases
- language understanding
- approximate inference
- graphical models
- general knowledge
- natural language understanding
- belief propagation
- exact inference
- message passing
- parameter estimation
- probabilistic inference
- gaussian process
- language processing
- natural language
- latent variables
- bayesian networks
- semantic interpretation
- dialogue system
- spoken dialogue systems
- domain specific
- conditional random fields
- knowledge base
- speech acts
- random variables
- medical domain
- cognitive psychology
- markov random field
- artificial intelligence
- belief networks
- graph cuts