Towards More Accurate Uncertainty Estimation In Text Classification.
Jianfeng HeXuchao ZhangShuo LeiZhiqian ChenFanglan ChenAbdulaziz AlhamadaniBei XiaoChang-Tien LuPublished in: EMNLP (1) (2020)
Keyphrases
- text classification
- accurate estimation
- bag of words
- text categorization
- text mining
- labeled data
- feature selection
- machine learning
- n gram
- multi label
- high quality
- sentiment analysis
- uncertain data
- text documents
- text data
- text classifiers
- measurement error
- naive bayes
- computationally efficient
- decision trees
- knn
- data model
- feature space
- document classification
- data analysis
- semantic features
- error analysis
- bayesian networks
- data cleaning
- data sets