Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model.
Parishad BehnamGhaderSantiago MiretSiva ReddyPublished in: EMNLP (Findings) (2023)
Keyphrases
- language model
- language modeling
- document retrieval
- n gram
- probabilistic model
- retrieval model
- speech recognition
- information retrieval
- test collection
- language modelling
- query expansion
- context sensitive
- language model for information retrieval
- ad hoc information retrieval
- statistical language models
- smoothing methods
- query terms
- relevance model
- word error rate
- mixture model
- term dependencies
- vector space model
- document level
- retrieval effectiveness
- language models for information retrieval
- language modeling approaches