Scaling Laws for Downstream Task Performance of Large Language Models.
Berivan IsikNatalia PonomarevaHussein HazimehDimitris PaparasSergei VassilvitskiiSanmi KoyejoPublished in: CoRR (2024)
Keyphrases
- language model
- language modeling
- n gram
- probabilistic model
- information retrieval
- speech recognition
- test collection
- retrieval model
- document retrieval
- statistical language models
- query expansion
- vector space model
- language modelling
- pseudo relevance feedback
- context sensitive
- translation model
- ad hoc information retrieval
- language models for information retrieval
- document ranking
- smoothing methods
- document length
- word error rate
- query terms
- machine learning
- query specific
- text retrieval