NLRG at SemEval-2021 Task 5: Toxic Spans Detection Leveraging BERT-based Token Classification and Span Prediction Techniques.
Gunjan ChhablaniYash BhartiaAbheesht SharmaHarshit PandeyShan SuthaharanPublished in: CoRR (2021)
Keyphrases
- machine learning
- decision trees
- classification algorithm
- pattern recognition
- text classification
- prediction accuracy
- automatic classification
- classification systems
- classification method
- support vector machine svm
- neyman pearson
- neural networks and support vector machines
- support vector
- robust detection
- image classification
- classification accuracy
- classification scheme
- feature space
- detection rate
- nearest neighbour algorithm
- false alarms
- pattern classification
- neural network
- decision rules
- class labels
- support vector machine
- feature vectors
- feature extraction
- automatic detection
- prediction model
- classification models
- prediction error
- detection method
- training samples
- object detection
- predictive modeling
- training set