Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing.
Zhangchen XuFengqing JiangLuyao NiuYuntian DengRadha PoovendranYejin ChoiBill Yuchen LinPublished in: CoRR (2024)
Keyphrases
- data sets
- data collection
- synthetic data
- small number
- application domains
- database
- image data
- data mining techniques
- noisy data
- raw data
- data points
- data analysis
- data sources
- complex data
- data objects
- sensor data
- statistical analysis
- training data
- high quality
- end users
- data processing
- learning algorithm
- data structure
- machine learning
- experimental data
- missing values
- data mining
- original data
- knowledge discovery
- databases
- big data
- image alignment