The Truth is in There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction.
Pratyusha SharmaJordan T. AshDipendra MisraPublished in: ICLR (2024)
Keyphrases
- language model
- language modeling
- n gram
- probabilistic model
- document retrieval
- query expansion
- language models for information retrieval
- language modelling
- speech recognition
- test collection
- information retrieval
- statistical language models
- retrieval model
- smoothing methods
- relevance model
- pseudo relevance feedback
- probabilistic retrieval models
- ad hoc information retrieval
- document length
- passage retrieval
- vector space model
- context sensitive
- query terms
- ranked list
- language model for information retrieval