Discriminative sentence compression with conditional random fields.
Tadashi NomotoPublished in: Inf. Process. Manag. (2007)
Keyphrases
- conditional random fields
- sentence compression
- crf model
- discriminative models
- sequence labeling
- structured output
- graphical models
- hidden markov models
- generative model
- probabilistic model
- higher order
- markov random field
- named entity recognition
- information extraction
- maximum entropy
- structured prediction
- pairwise
- automatic summarization
- parse tree
- web page prediction
- dependency parsing
- semi supervised
- segmentation method
- machine learning
- integer linear programming
- information retrieval