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Do LLMs Understand User Preferences? Evaluating LLMs On User Rating Prediction.
Wang-Cheng Kang
Jianmo Ni
Nikhil Mehta
Maheswaran Sathiamoorthy
Lichan Hong
Ed H. Chi
Derek Zhiyuan Cheng
Published in:
CoRR (2023)
Keyphrases
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user preferences
user ratings
prediction accuracy
collaborative filtering
recommender systems
user behavior
collaborative filtering algorithms
rating prediction
user profiles
cold start
data sparsity
recommendation systems
user based collaborative filtering
user behaviour
user feedback
matrix factorization
content based filtering
preference model
data mining
web search
qualitative preferences
search engine