On Bias and Fairness in NLP: How to have a fairer text classification?
Fatma ElsafouryStamos KatsigiannisNaeem RamzanPublished in: CoRR (2023)
Keyphrases
- text classification
- text mining
- natural language processing
- bag of words
- information extraction
- machine learning
- feature selection
- text categorization
- naive bayes
- text documents
- natural language
- document classification
- sentiment analysis
- labeled data
- resource allocation
- text analysis
- text data
- question answering
- text classifiers
- data cleaning
- free text
- n gram
- knowledge discovery
- information retrieval
- training corpus
- text processing
- computational linguistics
- game theory
- field of natural language processing
- semantic features
- multi label
- data mining
- unlabeled data
- knn
- ontology learning
- artificial intelligence
- textual entailment
- low variance