Multi-Task Learning of System Dialogue Act Selection for Supervised Pretraining of Goal-Oriented Dialogue Policies.
Sarah McLeodIvana Kruijff-KorbayováBernd KieferPublished in: SIGdial (2019)
Keyphrases
- goal oriented
- multi task learning
- multi task
- spoken dialogue systems
- learning algorithm
- multiple tasks
- learning tasks
- learning problems
- gaussian processes
- supervised learning
- multitask learning
- high order
- multi label image annotation
- theoretical analysis
- requirements analysis
- learning models
- transfer learning
- inductive learning
- feature selection
- unsupervised learning
- semi supervised
- dialogue system
- machine learning
- dimensionality reduction
- data points
- text classification
- active learning
- high dimensional
- reinforcement learning
- graph cuts
- model selection