The economic trade-offs of large language models: A case study.
Kristen HowellGwen ChristianPavel FomitchovGitit KehatJulianne MarzullaLeanne RolstonJadin TredupIlana ZimmermanEthan SelfridgeJoseph BradleyPublished in: CoRR (2023)
Keyphrases
- language model
- trade off
- language modeling
- n gram
- document retrieval
- probabilistic model
- language modelling
- information retrieval
- retrieval model
- speech recognition
- query expansion
- language models for information retrieval
- statistical language models
- context sensitive
- smoothing methods
- document ranking
- language model for information retrieval
- word error rate
- pseudo relevance feedback
- vector space model
- query terms
- test collection
- document length
- ad hoc information retrieval
- translation model
- term dependencies
- machine learning
- text categorization