Revisiting Softmax for Uncertainty Approximation in Text Classification.
Andreas Nugaard HolmDustin WrightIsabelle AugensteinPublished in: CoRR (2022)
Keyphrases
- text classification
- text categorization
- feature selection
- text mining
- naive bayes
- labeled data
- bag of words
- data cleaning
- n gram
- machine learning
- closed form
- multi label
- text classifiers
- error bounds
- queueing networks
- text classification tasks
- semantic features
- text data
- uncertain data
- document classification
- sentiment analysis
- text documents
- supervised learning
- lower bound
- training documents
- support vector