Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning.
Ming LiYong ZhangShwai HeZhitao LiHongyu ZhaoJianzong WangNing ChengTianyi ZhouPublished in: ACL (1) (2024)
Keyphrases
- data sets
- raw data
- data analysis
- high quality
- data structure
- synthetic data
- training data
- complex data
- knowledge discovery
- sensor data
- data mining techniques
- data collection
- historical data
- original data
- data processing
- small number
- image data
- data points
- statistical analysis
- semi supervised
- missing values
- probability distribution
- association rules