Smaller Language Models are capable of selecting Instruction-Tuning Training Data for Larger Language Models.
Dheeraj MekalaAlex NguyenJingbo ShangPublished in: ACL (Findings) (2024)
Keyphrases
- language model
- training data
- language modeling
- probabilistic model
- n gram
- document retrieval
- query expansion
- speech recognition
- information retrieval
- language modelling
- smoothing methods
- context sensitive
- retrieval model
- vector space model
- test collection
- ad hoc information retrieval
- training set
- pseudo relevance feedback
- decision trees
- learning algorithm
- multimedia
- word error rate
- machine learning
- text retrieval
- error rate
- generative model
- relevance model
- term dependencies
- language model for information retrieval