Integrating Summarization and Retrieval for Enhanced Personalization via Large Language Models.
Christopher RichardsonYao ZhangKellen GillespieSudipta KarArshdeep SinghZeynab RaeesyOmar Zia KhanAbhinav SethyPublished in: CoRR (2023)
Keyphrases
- language model
- retrieval model
- document retrieval
- test collection
- language models for information retrieval
- ad hoc information retrieval
- information retrieval
- query expansion
- language modeling
- statistical language models
- query terms
- document length
- smoothing methods
- document ranking
- n gram
- relevance model
- probabilistic model
- cross language retrieval
- passage retrieval
- query specific
- speech recognition
- retrieval effectiveness
- language modelling
- okapi bm
- term dependencies
- retrieval systems
- ir models
- vector space model
- text retrieval
- pseudo feedback
- relevance feedback
- pseudo relevance feedback
- average precision
- document level
- translation model
- retrieval accuracy
- context sensitive
- out of vocabulary
- term frequency
- document collections
- statistical language modeling
- recommender systems
- relevant documents
- information retrieval systems
- collaborative filtering