Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model.
Parishad BehnamGhaderSantiago MiretSiva ReddyPublished in: CoRR (2022)
Keyphrases
- language model
- language modeling
- n gram
- probabilistic model
- document retrieval
- information retrieval
- statistical language models
- retrieval model
- language modelling
- speech recognition
- query expansion
- test collection
- ad hoc information retrieval
- context sensitive
- document ranking
- query specific
- query terms
- word error rate
- mixture model
- vector space model
- relevance model
- translation model
- ir models
- term dependencies
- dependency structure
- smoothing methods
- document length
- information retrieval systems