Counterfactual Invariance to Spurious Correlations in Text Classification.
Victor VeitchAlexander D'AmourSteve YadlowskyJacob EisensteinPublished in: NeurIPS (2021)
Keyphrases
- text classification
- bag of words
- text categorization
- n gram
- text mining
- feature selection
- text classifiers
- invariant features
- text data
- labeled data
- machine learning
- text documents
- sentiment analysis
- discriminative power
- document classification
- invariant properties
- language modeling
- data cleaning
- invariance properties
- text classification tasks
- semantic features
- multi label
- naive bayes
- logical framework
- category recognition
- random forest
- unlabeled data