Drop-out Conditional Random Fields for Twitter with Huge Mined Gazetteer.
Eun-Suk YangYoung-Bum KimRuhi SarikayaYu-Seop KimPublished in: HLT-NAACL (2016)
Keyphrases
- conditional random fields
- named entity recognition
- social media
- graphical models
- information extraction
- probabilistic model
- hidden markov models
- crf model
- higher order
- maximum entropy
- sequence labeling
- named entities
- markov random field
- generative model
- random fields
- structured prediction
- pairwise
- markov networks
- approximate inference
- image labeling
- markov models
- semi markov
- web page prediction
- parameter learning
- structured learning
- undirected graphical models
- contextual features
- geographic information
- natural language processing
- computer vision
- protein fold recognition