#InsTag: Instruction Tagging for Analyzing Supervised Fine-tuning of Large Language Models.
Keming LuHongyi YuanZheng YuanRunji LinJunyang LinChuanqi TanChang ZhouJingren ZhouPublished in: ICLR (2024)
Keyphrases
- language model
- fine tuning
- language modeling
- n gram
- probabilistic model
- retrieval model
- information retrieval
- document retrieval
- viable alternative
- statistical language models
- speech recognition
- language modelling
- test collection
- language model for information retrieval
- smoothing methods
- context sensitive
- query expansion
- document length
- document ranking
- part of speech
- learning algorithm
- machine learning
- query terms
- statistical language modeling
- ad hoc information retrieval
- metadata
- fine tuned
- supervised learning
- relevance model
- multimedia
- ad hoc retrieval
- okapi bm
- vector space model
- term dependencies
- feature selection
- passage retrieval