Human-Guided Fair Classification for Natural Language Processing.
Florian E. DornerMomchil PeychevNikola KonstantinovNaman GoelElliott AshMartin T. VechevPublished in: CoRR (2022)
Keyphrases
- natural language processing
- machine learning
- classification accuracy
- pattern recognition
- decision trees
- classification scheme
- preprocessing
- pattern classification
- support vector
- supervised learning
- support vector machine svm
- text classification
- text mining
- information extraction
- support vector machine
- training set
- classification models
- classification process
- classification rate
- semantic analysis
- face recognition
- semantic relations
- feature extraction
- classification rules
- named entities
- classification algorithm
- machine learning algorithms
- feature space
- high dimensional
- feature vectors
- knowledge representation