Semi-supervised learning of dialogue acts using sentence similarity based on word embeddings.
Xiaohao YangJia LiuZhenfeng ChenWeilan WuPublished in: ICAILP (2014)
Keyphrases
- semi supervised learning
- sentence level
- semi supervised
- unlabeled data
- noun phrases
- labeled data
- training corpus
- supervised learning
- unsupervised learning
- machine learning
- training data
- semi supervised classification
- sentiment analysis
- n gram
- graph based semi supervised learning
- natural language
- manifold regularization
- co training
- part of speech
- vector space
- manifold learning
- text categorization
- co occurrence
- learning models
- semi supervised learning methods
- active learning
- euclidean space
- semi supervised learning algorithms
- domain adaptation
- label propagation
- word sense disambiguation
- data sets
- document level
- high dimensional data
- pattern recognition
- labeled and unlabeled data
- reinforcement learning
- text classification
- sentiment classification
- expectation maximization
- transfer learning