Making Retrieval-Augmented Language Models Robust to Irrelevant Context.
Ori YoranTomer WolfsonOri RamJonathan BerantPublished in: ICLR (2024)
Keyphrases
- language model
- retrieval model
- document retrieval
- query expansion
- test collection
- language modeling
- ad hoc information retrieval
- information retrieval
- context sensitive
- language models for information retrieval
- statistical language models
- relevance model
- n gram
- smoothing methods
- query terms
- document length
- query generation
- document ranking
- language modelling
- term dependencies
- probabilistic model
- cross language retrieval
- speech recognition
- query specific
- passage retrieval
- document level
- probabilistic retrieval models
- statistical language modeling
- retrieval effectiveness
- pseudo feedback
- language model for information retrieval
- vector space model
- out of vocabulary
- pseudo relevance feedback
- average precision
- tf idf
- document collections
- image database
- relevance feedback
- term weighting
- term frequency