What Makes Good Data for Alignment? A Comprehensive Study of Automatic Data Selection in Instruction Tuning.
Wei LiuWeihao ZengKeqing HeYong JiangJunxian HePublished in: ICLR (2024)
Keyphrases
- data sets
- raw data
- data analysis
- experimental data
- data collection
- database
- sensor data
- data structure
- data processing
- original data
- synthetic data
- high dimensional data
- statistical analysis
- data mining techniques
- sensor networks
- image data
- knowledge discovery
- data sources
- high quality
- website
- small number
- input data
- computer systems
- training data
- information systems
- data acquisition
- multimedia data
- information retrieval
- databases