A Multi-task Approach to Neural Multi-label Hierarchical Patent Classification Using Transformers.
Subhash Chandra PujariAnnemarie FriedrichJannik StrötgenPublished in: ECIR (1) (2021)
Keyphrases
- multi label
- multi task
- learning tasks
- multi label classification
- image classification
- class labels
- hierarchical text categorization
- text classification
- multi label learning
- multi task learning
- text categorization
- graph cuts
- learning problems
- feature selection
- collective classification
- multiple labels
- support vector
- binary classification
- classification algorithm
- machine learning
- decision trees
- transfer learning
- supervised learning
- multi class
- cost sensitive
- neural network
- support vector machine svm
- classification accuracy
- feature vectors
- feature extraction
- cross validation
- labeled data
- support vector machine
- binary classifiers
- training set