Counterfactually Augmented Data and Unintended Bias: The Case of Sexism and Hate Speech Detection.
Indira SenMattia SamoryClaudia WagnerIsabelle AugensteinPublished in: NAACL-HLT (2022)
Keyphrases
- data sets
- data quality
- database
- raw data
- complex data
- synthetic data
- data processing
- data analysis
- knowledge discovery
- data points
- data distribution
- training data
- high quality
- statistical methods
- network structure
- experimental data
- sensor data
- prior knowledge
- high dimensional data
- detection method
- statistical analysis
- data sources
- input data
- object detection
- small number