Fair Text Classification with Wasserstein Independence.
Thibaud LetenoAntoine GourruCharlotte LaclauRémi EmonetChristophe GravierPublished in: EMNLP (2023)
Keyphrases
- text classification
- pointwise
- feature selection
- text categorization
- bag of words
- text mining
- naive bayes
- machine learning
- labeled data
- text classifiers
- document classification
- multi label
- knn
- text documents
- unlabeled data
- n gram
- text data
- conditional independence
- text classification tasks
- sentiment analysis
- naive bayes classifier
- data cleaning
- independence assumption
- multi unit combinatorial auctions
- language modeling
- probabilistic model
- bayesian networks
- artificial intelligence
- information retrieval