CleanAgent: Automating Data Standardization with LLM-based Agents.
Danrui QiJiannan WangPublished in: CoRR (2024)
Keyphrases
- data processing
- data sets
- database
- raw data
- data analysis
- statistical analysis
- software agents
- synthetic data
- data sources
- knowledge discovery
- complex data
- noisy data
- experimental data
- high dimensional data
- computer systems
- data points
- data structure
- input data
- distributed systems
- prior knowledge
- sensor data
- spatial data
- multi agent systems
- high quality
- training data
- data quality
- decision trees