Hybrid Parsing: Using Probabilistic Models as Predictors for a Symbolic Parser.
Kilian A. FothWolfgang MenzelPublished in: ACL (2006)
Keyphrases
- probabilistic model
- natural language processing
- natural language
- penn treebank
- dependency parsing
- natural language parsing
- parse tree
- dependency parser
- graphical models
- wide coverage
- syntactic analysis
- link grammar
- semantic parsing
- conditional random fields
- phrase structure
- stochastic grammar
- syntactic and semantic dependencies
- dependency structure
- latent variables
- language model
- information extraction
- natural language parser
- stochastic context free grammars
- information retrieval
- generative model
- bayesian networks
- probabilistic modeling
- syntactic parsing
- tree bank
- expectation maximization
- context free
- intermediate level
- symbolic representation
- query performance prediction
- chinese word segmentation
- semantic analysis
- bayesian inference
- dependency trees
- topic models
- neural network