Why Lift so Heavy? Slimming Large Language Models by Cutting Off the Layers.
Shuzhou YuanErcong NieBolei MaMichael FärberPublished in: CoRR (2024)
Keyphrases
- language model
- language modeling
- speech recognition
- probabilistic model
- n gram
- document retrieval
- query expansion
- language modelling
- test collection
- context sensitive
- retrieval model
- information retrieval
- statistical language models
- ad hoc information retrieval
- document ranking
- pseudo relevance feedback
- relevant documents
- language models for information retrieval
- word error rate
- smoothing methods
- retrieval effectiveness
- query specific
- automatic speech recognition
- vector space model
- text retrieval
- query terms
- okapi bm
- information retrieval systems
- keywords