Reimagining Retrieval Augmented Language Models for Answering Queries.
Wang-Chiew TanYuliang LiPedro RodriguezRichard JamesXi Victoria LinAlon Y. HalevyWen-tau YihPublished in: ACL (Findings) (2023)
Keyphrases
- language model
- answering queries
- retrieval model
- document retrieval
- test collection
- query expansion
- language models for information retrieval
- language modeling
- information retrieval
- ad hoc information retrieval
- query answering
- statistical language models
- query terms
- smoothing methods
- n gram
- probabilistic model
- query processing
- document length
- document ranking
- relevance model
- query specific
- retrieval effectiveness
- language modelling
- database
- statistical language modeling
- passage retrieval
- okapi bm
- pseudo relevance feedback
- text retrieval
- vector space model
- retrieval systems
- first order logic
- relevance feedback
- data mining
- cross language
- relevant documents
- inter document similarities
- databases
- machine learning
- ad hoc retrieval
- term frequency
- materialized views
- data integration