Boosting Transformers for Job Expression Extraction and Classification in a Low-Resource Setting.
Lukas LangeHeike AdelJannik StrötgenPublished in: IberLEF@SEPLN (2021)
Keyphrases
- classification accuracy
- classification method
- automatic classification
- pattern recognition
- pattern classification
- feature vectors
- decision trees
- classification scheme
- multiclass classification
- training set
- machine learning
- feature extraction
- feature selection
- machine learning methods
- feature space
- learning algorithm
- information extraction
- model selection
- support vector machine svm
- classification algorithm
- majority voting
- weak classifiers
- class imbalance
- data sets
- expression recognition
- resource allocation
- svm classifier
- class labels
- machine learning algorithms
- text classification
- image classification
- multi class
- support vector
- neural network