Next Sentence Prediction helps Implicit Discourse Relation Classification within and across Domains.
Wei ShiVera DembergPublished in: EMNLP/IJCNLP (1) (2019)
Keyphrases
- discourse structure
- classification accuracy
- natural language
- pattern classification
- classification method
- classification algorithm
- prediction accuracy
- real world
- decision trees
- automatic classification
- classification models
- neural networks and support vector machines
- predictive modeling
- computer mediated
- image classification
- supervised learning
- feature vectors
- training set
- preprocessing
- pattern recognition
- feature extraction
- feature selection
- benchmark datasets
- prediction model
- prediction error
- knowledge building
- multi layer perceptron
- novelty detection
- machine learning
- neural network