Centering the Margins: Outlier-Based Identification of Harmed Populations in Toxicity Detection.
Vyoma RamanEve FleisigDan KleinPublished in: EMNLP (2023)
Keyphrases
- automatic detection
- outlier detection
- automatic identification
- false positives
- novelty detection
- detection accuracy
- detection algorithm
- false alarms
- detection rate
- data sets
- target detection
- detecting outliers
- natural selection
- detection scheme
- event detection
- cross validation
- detection method
- anomaly detection
- multi class
- case study
- artificial intelligence
- genetic algorithm
- information retrieval
- real world