Smaller Language Models are capable of selecting Instruction-Tuning Training Data for Larger Language Models.
Dheeraj MekalaAlex NguyenJingbo ShangPublished in: CoRR (2024)
Keyphrases
- language model
- training data
- language modeling
- n gram
- probabilistic model
- information retrieval
- document retrieval
- context sensitive
- query expansion
- language modelling
- statistical language models
- speech recognition
- retrieval model
- query terms
- ad hoc information retrieval
- document ranking
- language models for information retrieval
- vector space model
- test collection
- smoothing methods
- learning algorithm
- decision trees
- multimedia
- okapi bm
- feature selection