Prompting large language models for user simulation in task-oriented dialogue systems.
Atheer AlgherairyMoataz AhmedPublished in: Comput. Speech Lang. (2025)
Keyphrases
- dialogue system
- language model
- mixed initiative
- spoken dialogue systems
- language modeling
- user model
- human users
- natural language
- tutorial dialogue
- probabilistic model
- n gram
- language modelling
- statistical language models
- document retrieval
- query expansion
- speech recognition
- retrieval model
- information retrieval
- test collection
- query terms
- vector space model
- ad hoc information retrieval
- smoothing methods
- context sensitive
- user interaction
- recommender systems
- language model for information retrieval
- pseudo relevance feedback
- translation model
- user profiles
- user interface
- relevance model
- multi domain
- retrieval effectiveness
- query specific
- relevance feedback