Aschern at SemEval-2020 Task 11: It Takes Three to Tango: RoBERTa, CRF, and Transfer Learning.
Anton ChernyavskiyDmitry IlvovskyPreslav NakovPublished in: SemEval@COLING (2020)
Keyphrases
- transfer learning
- conditional random fields
- learning tasks
- knowledge transfer
- labeled data
- pairwise
- reinforcement learning
- cross domain
- machine learning
- semi supervised learning
- multi task
- word sense disambiguation
- domain adaptation
- structure learning
- target domain
- active learning
- information extraction
- collaborative filtering
- text categorization
- cross lingual
- manifold alignment
- multi task learning
- graphical models
- text mining
- learning algorithm
- machine learning algorithms
- unlabeled data
- transfer knowledge
- data sets
- databases
- neural network
- supervised learning
- text classification
- learning environment
- artificial intelligence
- data points
- knowledge representation
- parameter learning
- natural language processing