Unsupervised Transfer Learning for Spoken Language Understanding in Intelligent Agents.
Aditya SiddhantAnuj Kumar GoyalAngeliki MetallinouPublished in: AAAI (2019)
Keyphrases
- intelligent agents
- language understanding
- transfer learning
- manifold alignment
- natural language understanding
- labeled data
- semi supervised
- learning tasks
- semi supervised learning
- language processing
- supervised learning
- active learning
- machine learning
- multi agent
- natural language
- artificial intelligence
- multi agent systems
- knowledge transfer
- spoken dialogue systems
- dialogue system
- intelligent systems
- reinforcement learning
- software agents
- semantic interpretation
- cross domain
- collaborative filtering
- human users
- unsupervised learning
- text classification
- machine learning algorithms
- transfer knowledge
- target domain
- text mining
- knowledge representation
- text categorization
- learning algorithm
- dynamic environments
- semantic analysis
- mental states
- decision making
- general knowledge
- control system
- recommender systems
- cognitive psychology
- general purpose
- data sets
- unlabeled data
- knowledge discovery