Cascading Biases: Investigating the Effect of Heuristic Annotation Strategies on Data and Models.
Chaitanya MalaviyaSudeep BhatiaMark YatskarPublished in: CoRR (2022)
Keyphrases
- data sets
- database
- data analysis
- historical data
- synthetic data
- data processing
- data collection
- accurate models
- neural network
- raw data
- data sources
- statistical methods
- experimental data
- spatial data
- statistical analysis
- data structure
- prior knowledge
- tabu search
- sensor data
- training data
- data distribution
- missing values
- image data
- original data
- end users
- models built