LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression.
Zhuoshi PanQianhui WuHuiqiang JiangMenglin XiaXufang LuoJue ZhangQingwei LinVictor RühleYuqing YangChin-Yew LinH. Vicky ZhaoLili QiuDongmei ZhangPublished in: CoRR (2024)
Keyphrases
- data sets
- complex data
- data sources
- raw data
- data analysis
- historical data
- data distribution
- end users
- synthetic data
- statistical analysis
- data processing
- data quality
- image data
- knowledge discovery
- data compression
- xml documents
- data structure
- high quality
- training data
- neural network
- database
- data reduction
- noisy data
- spatial data
- sensor data
- missing data
- computer systems
- data collection
- data mining techniques
- small number
- probability distribution
- prior knowledge
- data mining
- databases