Dialog act modeling for virtual personal assistant applications using a small volume of labeled data and domain knowledge.
Donghyeon LeeJinsik LeeEun-Kyoung KimJaewon LeePublished in: INTERSPEECH (2015)
Keyphrases
- labeled data
- domain knowledge
- unlabeled data
- semi supervised
- semi supervised learning
- labeled data for training
- training data
- active learning
- background knowledge
- prior knowledge
- text classification
- transfer learning
- supervised learning
- labeled training data
- class labels
- semi supervised classification
- domain adaptation
- training examples
- labeled examples
- data points
- labeled and unlabeled data
- neural network
- co training
- learning algorithm
- text categorization
- data sets
- natural language
- small number
- label propagation
- pairwise
- supervised learning algorithms
- supervised methods