Semantic parsing using word confusion networks with conditional random fields.
Gökhan TürAnoop DeorasDilek Hakkani-TürPublished in: INTERSPEECH (2013)
Keyphrases
- conditional random fields
- semantic parsing
- sequence labeling
- dependency parsing
- probabilistic model
- graphical models
- higher order
- statistical machine translation
- information extraction
- pairwise
- hidden markov models
- named entity recognition
- generative model
- markov random field
- semantic role labeling
- maximum entropy
- crf model
- web page prediction
- n gram
- semantic representation
- semantic roles
- question answering
- machine learning
- co occurrence
- word sense disambiguation
- named entities
- keywords
- artificial intelligence
- information retrieval