Evaluating Large Language Models as Generative User Simulators for Conversational Recommendation.
Se-eun YoonZhankui HeJessica Maria EchterhoffJulian J. McAuleyPublished in: CoRR (2024)
Keyphrases
- language model
- language modeling
- user preferences
- collaborative filtering
- recommender systems
- probabilistic model
- document retrieval
- statistical language models
- query expansion
- n gram
- recommendation systems
- multi modal
- speech recognition
- language modelling
- information retrieval
- test collection
- vector space model
- user feedback
- retrieval model
- query terms
- context sensitive
- user profiles
- generative model
- pseudo relevance feedback
- ad hoc information retrieval
- search engine
- language models for information retrieval
- smoothing methods
- document ranking
- user ratings
- relevance model
- translation model
- user behavior
- language modeling framework
- bag of words
- natural language
- language model for information retrieval