Multi-task Learning for Joint Language Understanding and Dialogue State Tracking.
Abhinav RastogiRaghav GuptaDilek Hakkani-TürPublished in: SIGDIAL Conference (2018)
Keyphrases
- multi task learning
- language understanding
- dialogue management
- dialogue system
- multi task
- spoken dialogue systems
- multiple tasks
- gaussian processes
- natural language understanding
- learning problems
- theoretical analysis
- learning tasks
- speech acts
- natural language
- transfer learning
- particle filter
- text classification
- higher order
- expert systems
- machine learning
- pairwise