Domain-independent User Simulation with Transformers for Task-oriented Dialogue Systems.
Hsien-Chin LinNurul LubisSongbo HuCarel van NiekerkChristian GeishauserMichael HeckShutong FengMilica GasicPublished in: CoRR (2021)
Keyphrases
- domain independent
- dialogue system
- user model
- mixed initiative
- spoken dialogue systems
- domain specific
- dialogue management
- domain specific knowledge
- human users
- tutorial dialogue
- natural language
- domain dependent
- planning problems
- natural language interface to databases
- data mining
- user interaction
- control knowledge
- ontology population
- user profiles
- general purpose
- collaborative filtering
- multi agent
- state space search
- training data
- knowledge base
- information retrieval