Spectral Dependency Parsing with Latent Variables.
Paramveer S. DhillonJordan RoduMichael CollinsDean P. FosterLyle H. UngarPublished in: EMNLP-CoNLL (2012)
Keyphrases
- latent variables
- dependency parsing
- probabilistic model
- random variables
- semantic role labeling
- dependency parser
- posterior distribution
- prior knowledge
- latent variable models
- topic models
- dependency tree
- approximate inference
- syntactic semantic
- structured prediction
- hidden variables
- structural svms
- latent space
- feature space
- expectation maximization
- data sets