ConStance: Modeling Annotation Contexts to Improve Stance Classification.
Kenneth JosephLisa FriedlandWilliam HobbsDavid LazerOren TsurPublished in: EMNLP (2017)
Keyphrases
- classification accuracy
- automatic classification
- support vector
- classification method
- pattern classification
- pattern recognition
- classification process
- support vector machine svm
- model selection
- data sets
- classification scheme
- active learning
- classification systems
- machine learning
- classification rate
- supervised classification
- statistical modeling
- supervised learning
- feature vectors
- feature extraction
- classification algorithm
- decision rules
- classification rules
- benchmark datasets
- classification models
- text categorization
- image classification
- hidden markov models
- neural network