Improving Implicit Discourse Relation Classification by Modeling Inter-dependencies of Discourse Units in a Paragraph.
Zeyu DaiRuihong HuangPublished in: NAACL-HLT (2018)
Keyphrases
- inter dependencies
- pattern recognition
- classification accuracy
- speech acts
- feature selection
- classification algorithm
- machine learning
- training set
- automatic classification
- classification scheme
- computer mediated
- feature vectors
- classification models
- natural language
- pattern classification
- text classification
- benchmark datasets
- knowledge building
- cost sensitive
- machine learning methods
- model selection
- class labels
- image classification
- supervised learning
- decision trees
- decision rules
- classification method
- classification rules
- feature set
- probabilistic model
- active learning
- feature space
- preprocessing
- feature extraction
- discourse structure
- learning algorithm