The incentive gap in data work in the era of large models.
Katy Ilonka GeroPayel DasPierre L. DogninInkit PadhiPrasanna SattigeriKush R. VarshneyPublished in: Nat. Mac. Intell. (2023)
Keyphrases
- data sets
- experimental data
- database
- prior knowledge
- accurate models
- data processing
- raw data
- training data
- data sources
- knowledge discovery
- data mining techniques
- synthetic data
- statistical analysis
- data structure
- data collection
- data quality
- big data
- hidden variables
- bayesian networks
- data analysis
- neural network
- model selection
- historical data
- original data
- network structure
- missing data
- high quality
- data points
- probability distribution
- probabilistic model
- data streams