Unlocking the Potential of User Feedback: Leveraging Large Language Model as User Simulators to Enhance Dialogue System.
Zhiyuan HuYue FengAnh Tuan LuuBryan HooiAldo LipaniPublished in: CIKM (2023)
Keyphrases
- user feedback
- language model
- dialogue system
- user interaction
- relevance feedback
- language modeling
- relevant documents
- document retrieval
- user profiles
- query expansion
- user preferences
- n gram
- probabilistic model
- information retrieval
- retrieval model
- test collection
- user model
- recommender systems
- query terms
- smoothing methods
- amazon mechanical turk
- relevance model
- spoken dialogue systems
- retrieval process
- natural language
- pseudo relevance feedback
- relevance judgments
- translation model
- document ranking
- helping users
- learning to rank
- human users
- user behavior
- personalized recommendation
- ranking functions
- information retrieval systems
- collaborative filtering
- user interface