Efficient Classification of Long Documents Using Transformers.
Hyunji Hayley ParkYogarshi VyasKashif ShahPublished in: ACL (2) (2022)
Keyphrases
- document classification
- automatic classification
- classification accuracy
- classification scheme
- pre classified
- classification method
- pattern recognition
- pattern classification
- feature extraction
- classification algorithm
- training set
- automatic categorization
- supervised learning
- image classification
- machine learning
- document collections
- support vector machine svm
- text classification
- information retrieval systems
- preprocessing
- support vector
- keywords
- decision trees
- feature selection
- information retrieval
- database
- feature set
- support vector machine
- xml documents
- feature vectors
- benchmark datasets
- feature space
- classification rules
- classification models