Turning Dust into Gold: Distilling Complex Reasoning Capabilities from LLMs by Leveraging Negative Data.
Yiwei LiPeiwen YuanShaoxiong FengBoyuan PanBin SunXinglin WangHeda WangKan LiPublished in: AAAI (2024)
Keyphrases
- complex data
- data sets
- database
- data analysis
- data processing
- raw data
- high quality
- noisy data
- high dimensional data
- data collection
- data sources
- probability distribution
- statistical analysis
- computational power
- search engine
- data quality
- neural network
- synthetic data
- computer systems
- input data
- training data
- machine learning
- complex systems
- spatial data
- experimental data
- data acquisition
- positive and negative
- data points
- artificial intelligence
- databases
- high level