SelectIT: Selective Instruction Tuning for Large Language Models via Uncertainty-Aware Self-Reflection.
Liangxin LiuXuebo LiuDerek F. WongDongfang LiZiyi WangBaotian HuMin ZhangPublished in: CoRR (2024)
Keyphrases
- language model
- language modeling
- n gram
- probabilistic model
- information retrieval
- language modelling
- retrieval model
- document retrieval
- statistical language models
- speech recognition
- query expansion
- test collection
- uncertain data
- vector space model
- context sensitive
- language models for information retrieval
- conditional probabilities
- smoothing methods
- pseudo relevance feedback
- translation model
- document ranking
- relevance model
- ad hoc information retrieval
- language model for information retrieval
- possibility theory
- query terms
- clustering algorithm