IITK@Detox at SemEval-2021 Task 5: Semi-Supervised Learning and Dice Loss for Toxic Spans Detection.
Archit BansalAbhay KaushikAshutosh ModiPublished in: SemEval@ACL/IJCNLP (2021)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- unsupervised learning
- machine learning
- training data
- label propagation
- manifold regularization
- active learning
- co training
- supervised learning
- graph based semi supervised learning
- semi supervised classification
- learning problems
- learning models
- labeled examples
- object detection
- graph construction
- domain adaptation
- labeled and unlabeled data
- improve the classification accuracy
- information retrieval
- data sets
- transfer learning
- data points
- learning algorithm
- semi supervised learning algorithms
- semi supervised learning methods