Understanding, Uncovering, and Mitigating the Causes of Inference Slowdown for Language Models.
Kamala VarmaArda NumanogluYigitcan KayaTudor DumitrasPublished in: SaTML (2024)
Keyphrases
- language model
- language modeling
- probabilistic model
- n gram
- information retrieval
- document retrieval
- query expansion
- speech recognition
- test collection
- retrieval model
- statistical language models
- context sensitive
- language modelling
- smoothing methods
- mixture model
- vector space model
- ad hoc information retrieval
- language models for information retrieval
- document ranking
- language model for information retrieval
- word error rate
- relevance model
- pseudo relevance feedback
- bayesian networks
- document length
- retrieval effectiveness
- query terms
- generative model