Active Learning to Speed-Up the Training Process for Dialogue Act Labelling.
Fabrizio GhigiCarlos D. Martínez-HinarejosJosé-Miguel BenedíPublished in: LTC (2011)
Keyphrases
- training process
- active learning
- semi supervised
- training data
- learning process
- neural network
- training algorithm
- random sampling
- finer grained
- learning strategies
- semi supervised learning
- spoken dialogue systems
- labeled data
- support vector machine
- training examples
- supervised learning
- cost sensitive
- learning algorithm
- adaboost algorithm
- selective sampling
- transfer learning
- pool based active learning
- kernel parameters
- generalization error
- imbalanced data classification
- adaptation process
- data sets
- structured learning
- batch mode
- fault diagnosis
- relevance feedback
- training set
- machine learning