Human-Guided Fair Classification for Natural Language Processing.
Florian E. DornerMomchil PeychevNikola KonstantinovNaman GoelElliott AshMartin T. VechevPublished in: ICLR (2023)
Keyphrases
- natural language processing
- machine learning
- classification accuracy
- pattern recognition
- pattern classification
- image classification
- decision trees
- classification process
- classification systems
- classification method
- decision rules
- knowledge representation
- feature space
- information extraction
- feature vectors
- preprocessing
- natural language
- human subjects
- support vector machine
- facial expressions
- text mining
- model selection
- support vector machine svm
- machine translation
- machine learning methods
- support vector
- training data