Recurrent Neural Conditional Random Fields for Target Identification of Tweets.
Mohammed JabreelFadi HassanSaddam AbdulwahabAntonio MorenoPublished in: CCIA (2017)
Keyphrases
- conditional random fields
- social media
- higher order
- graphical models
- hidden markov models
- named entities
- information extraction
- sequence labeling
- probabilistic model
- random fields
- generative model
- pairwise
- named entity recognition
- markov random field
- web page prediction
- contextual features
- image labeling
- maximum entropy
- protein fold recognition
- approximate inference
- machine learning
- markov models
- structured learning
- structured prediction
- crf model
- parameter learning
- loopy belief propagation
- structured output
- undirected graphical models
- markov networks
- data mining
- text mining
- semi markov
- learning algorithm
- search engine