Mitigating Word Bias in Zero-shot Prompt-based Classifiers.
Adian LiusiePotsawee ManakulMark J. F. GalesPublished in: IJCNLP (Findings) (2023)
Keyphrases
- lexical features
- bias variance decomposition
- training data
- decision trees
- support vector
- svm classifier
- co occurrence
- classification algorithm
- machine learning methods
- n gram
- naive bayes
- training set
- test set
- machine learning algorithms
- word sense disambiguation
- linear classifiers
- feature selection
- related words
- classification systems
- supervised classification
- classification rate
- feature set
- classification models
- ensemble classifier
- word segmentation
- word pairs
- classifier combination
- natural language processing
- machine learning