Chinese semantic role labeling using CRFs and SVMs.
Yongmei TanXu WangYong ChenPublished in: NLPKE (2009)
Keyphrases
- semantic role labeling
- named entity recognition
- tree kernels
- support vector
- conditional random fields
- syntactic parsing
- dependency parsing
- relation extraction
- information extraction
- dependency parser
- semantic roles
- named entities
- comparative sentences
- predicate argument
- higher order
- natural language processing
- maximum entropy
- feature selection
- kernel function
- semi supervised
- kernel methods
- hidden markov models
- generative model
- prepositional phrase
- support vector machine
- feature space
- machine learning
- word sense disambiguation
- maximum margin
- parse tree
- probabilistic model
- training set
- syntactic and semantic dependency parsing
- domain specific
- information retrieval