Turning Dust into Gold: Distilling Complex Reasoning Capabilities from LLMs by Leveraging Negative Data.
Yiwei LiPeiwen YuanShaoxiong FengBoyuan PanBin SunXinglin WangHeda WangKan LiPublished in: CoRR (2023)
Keyphrases
- data sets
- complex data
- high quality
- data analysis
- synthetic data
- data collection
- historical data
- data quality
- raw data
- data distribution
- data processing
- statistical analysis
- end users
- training data
- data objects
- noisy data
- database
- input data
- knowledge discovery
- high dimensional data
- sensor data
- experimental data
- query processing
- original data
- learning algorithm
- real world