IITK@Detox at SemEval-2021 Task 5: Semi-Supervised Learning and Dice Loss for Toxic Spans Detection.
Archit BansalAbhay KaushikAshutosh ModiPublished in: CoRR (2021)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- machine learning
- unsupervised learning
- supervised learning
- semi supervised classification
- learning problems
- co training
- manifold regularization
- graph based semi supervised learning
- training data
- active learning
- label propagation
- object detection
- transfer learning
- learning models
- domain adaptation
- labeled examples
- semi supervised learning algorithms
- regularization framework
- word sense disambiguation
- text classification
- unlabeled samples
- improve the classification accuracy
- data sets
- labeled and unlabeled data
- learning algorithm
- natural language
- classification accuracy
- graph transduction