A Survey of Text Classification With Transformers: How Wide? How Large? How Long? How Accurate? How Expensive? How Safe?
John FieldsKevin ChovanecPraveen MadirajuPublished in: IEEE Access (2024)
Keyphrases
- text classification
- bag of words
- text categorization
- text mining
- sentiment analysis
- feature selection
- high accuracy
- text classifiers
- text data
- n gram
- wide range
- data cleaning
- labeled data
- machine learning
- naive bayes
- text documents
- document classification
- computationally efficient
- high quality
- databases
- text classification tasks
- language modeling
- highly accurate
- multi label
- unlabeled data
- feature extraction
- neural network