UW-CSE at SemEval-2016 Task 10: Detecting Multiword Expressions and Supersenses using Double-Chained Conditional Random Fields.
Mohammad Javad HosseiniNoah A. SmithSu-In LeePublished in: SemEval@NAACL-HLT (2016)
Keyphrases
- conditional random fields
- multiword
- graphical models
- context sensitive
- information extraction
- sequence labeling
- hidden markov models
- probabilistic model
- higher order
- markov random field
- language model
- pairwise
- crf model
- generative model
- named entity recognition
- web page prediction
- segmentation method
- natural language
- document representation
- word sense disambiguation
- machine learning methods
- knowledge discovery
- image processing