ReLLa: Retrieval-enhanced Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation.
Jianghao LinRong ShanChenxu ZhuKounianhua DuBo ChenShigang QuanRuiming TangYong YuWeinan ZhangPublished in: WWW (2024)
Keyphrases
- language model
- retrieval model
- document retrieval
- query expansion
- test collection
- ad hoc information retrieval
- language models for information retrieval
- language modeling
- information retrieval
- statistical language models
- query terms
- speech recognition
- relevance model
- probabilistic model
- cross language retrieval
- document ranking
- document length
- smoothing methods
- n gram
- language modelling
- document level
- passage retrieval
- retrieval effectiveness
- ir models
- recommender systems
- okapi bm
- image database
- out of vocabulary
- query specific
- language modeling approaches
- ad hoc retrieval
- collaborative filtering
- vector space model
- information retrieval systems
- user preferences
- relevance feedback
- average precision
- user feedback
- sentence retrieval
- text retrieval
- retrieval systems
- pseudo feedback
- text classification
- inter document similarities
- statistical language modeling