Generative models for semantic role labeling.
Cynthia ThompsonSiddharth PatwardhanCarolin ArnoldPublished in: SENSEVAL@ACL (2004)
Keyphrases
- semantic role labeling
- generative model
- probabilistic model
- dependency parsing
- relation extraction
- prior knowledge
- word sense disambiguation
- em algorithm
- discriminative models
- conditional random fields
- named entity recognition
- expectation maximization
- semi supervised
- topic models
- machine learning algorithms
- language modeling
- decision trees
- markov random field
- pairwise
- object recognition