Improving Attention-Based Interpretability of Text Classification Transformers.
Nikolaos MylonasIoannis MollasGrigorios TsoumakasPublished in: CoRR (2022)
Keyphrases
- text classification
- text categorization
- feature selection
- multi label
- n gram
- bag of words
- text data
- text documents
- document classification
- text mining
- machine learning
- visual attention
- sentiment analysis
- naive bayes
- text classifiers
- semantic features
- prediction accuracy
- knn
- website
- data sets
- database
- unlabeled data
- information retrieval
- databases