Will it Blend? Blending Weak and Strong Labeled Data in a Neural Network for Argumentation Mining.
Eyal ShnarchCarlos AlzateLena DankinMartin GleizeYufang HouLeshem ChoshenRanit AharonovNoam SlonimPublished in: ACL (2) (2018)
Keyphrases
- labeled data
- neural network
- unlabeled data
- semi supervised learning
- semi supervised
- training data
- active learning
- supervised learning
- text classification
- semi supervised classification
- transfer learning
- domain adaptation
- labeled training data
- learning algorithm
- data points
- prior knowledge
- labeled and unlabeled data
- class labels
- text mining
- training examples
- data mining
- co training
- label propagation
- semi supervised learning methods
- knowledge discovery
- supervised methods
- labeled training set
- knn
- labeled examples
- target domain
- text categorization
- data sets
- labeled instances
- machine learning