EmbSum: Leveraging the Summarization Capabilities of Large Language Models for Content-Based Recommendations.
Chiyu ZhangYifei SunMinghao WuJun ChenJie LeiMuhammad Abdul-MageedRong JinAngli LiuJi ZhuSem ParkNing YaoBo LongPublished in: CoRR (2024)
Keyphrases
- language model
- language modeling
- n gram
- document retrieval
- probabilistic model
- query expansion
- retrieval model
- information retrieval
- image retrieval
- speech recognition
- test collection
- recommender systems
- statistical language models
- language modelling
- multimedia
- pseudo relevance feedback
- ad hoc information retrieval
- language models for information retrieval
- query terms
- vector space model
- smoothing methods
- language model for information retrieval
- co occurrence
- translation model
- term dependencies
- collaborative filtering
- relevance feedback
- improve retrieval effectiveness