Unlocking the Potential of User Feedback: Leveraging Large Language Model as User Simulator to Enhance Dialogue System.
Zhiyuan HuYue FengAnh Tuan LuuBryan HooiAldo LipaniPublished in: CoRR (2023)
Keyphrases
- user feedback
- language model
- dialogue system
- user interaction
- relevance feedback
- language modeling
- document retrieval
- n gram
- user profiles
- information retrieval
- user preferences
- relevant documents
- retrieval model
- query expansion
- user model
- probabilistic model
- recommender systems
- retrieval process
- test collection
- natural language
- learning to rank
- relevance judgments
- pseudo relevance feedback
- helping users
- amazon mechanical turk
- vector space model
- query terms
- spoken dialogue systems
- smoothing methods
- training data
- relevance model
- user interface
- search engine
- artificial intelligence