#InsTag: Instruction Tagging for Analyzing Supervised Fine-tuning of Large Language Models.
Keming LuHongyi YuanZheng YuanRunji LinJunyang LinChuanqi TanChang ZhouJingren ZhouPublished in: CoRR (2023)
Keyphrases
- language model
- fine tuning
- language modeling
- information retrieval
- retrieval model
- n gram
- probabilistic model
- document retrieval
- viable alternative
- speech recognition
- query expansion
- fine tuned
- context sensitive
- language modelling
- language models for information retrieval
- supervised learning
- query terms
- semi supervised
- test collection
- document ranking
- smoothing methods
- statistical language models
- language model for information retrieval
- relevance model
- vector space model
- feature selection
- part of speech
- retrieval effectiveness
- multimedia
- metadata
- ad hoc information retrieval
- pseudo relevance feedback
- translation model
- term dependencies
- bayesian networks
- learning algorithm
- machine learning