Making Retrieval-Augmented Language Models Robust to Irrelevant Context.
Ori YoranTomer WolfsonOri RamJonathan BerantPublished in: CoRR (2023)
Keyphrases
- language model
- retrieval model
- document retrieval
- test collection
- language modeling
- query expansion
- information retrieval
- context sensitive
- language models for information retrieval
- ad hoc information retrieval
- statistical language models
- document ranking
- relevance model
- query terms
- probabilistic model
- speech recognition
- n gram
- smoothing methods
- term dependencies
- query specific
- query generation
- probabilistic retrieval models
- document level
- document length
- passage retrieval
- vector space model
- context dependent
- text retrieval
- cross language retrieval
- language modelling
- information retrieval systems
- retrieval effectiveness
- ir models
- sentence retrieval
- retrieval systems
- translation model
- okapi bm
- language modeling approaches
- retrieval process
- expert finding
- image retrieval
- term weights
- term weighting
- tf idf
- relevant documents
- inter document similarities
- image database
- multimedia
- feature selection