The Truth is in There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction.
Pratyusha SharmaJordan T. AshDipendra MisraPublished in: CoRR (2023)
Keyphrases
- language model
- language modeling
- document retrieval
- n gram
- probabilistic model
- query expansion
- retrieval model
- speech recognition
- information retrieval
- language modelling
- statistical language models
- probabilistic retrieval models
- context sensitive
- test collection
- ad hoc information retrieval
- language models for information retrieval
- smoothing methods
- language model for information retrieval
- document ranking
- scoring function
- query terms
- word error rate
- text retrieval
- translation model
- query specific
- pseudo relevance feedback
- document length
- vector space model
- bayesian networks
- machine learning