The Parrot Dilemma: Human-Labeled vs. LLM-augmented Data in Classification Tasks.
Anders Giovanni MøllerArianna PeraJacob Aarup DalsgaardLuca Maria AielloPublished in: EACL (2) (2024)
Keyphrases
- training data
- data collection
- data sets
- historical data
- database
- complex data
- experimental data
- data processing
- end users
- data sources
- data structure
- knowledge discovery
- neural network
- data quality
- noisy data
- missing values
- computer systems
- prior knowledge
- data distribution
- data acquisition
- data analysis
- network structure
- raw data
- original data
- background knowledge
- image data