Transfer learning and GRU-CRF augmentation for Covid-19 fake news detection.
Andrea Stevens KarnyotoChengjie SunBingquan LiuXiaolong WangPublished in: Comput. Sci. Inf. Syst. (2022)
Keyphrases
- transfer learning
- learning tasks
- labeled data
- structure learning
- knowledge transfer
- semi supervised learning
- active learning
- text classification
- machine learning
- manifold alignment
- conditional random fields
- cross domain
- text categorization
- collaborative filtering
- graphical models
- parameter learning
- reinforcement learning
- learning algorithm
- unlabeled data
- transfer knowledge
- pairwise
- multi task learning
- semi supervised
- news articles
- multi task
- cross domain learning
- previously learned
- transferring knowledge
- data sets
- target domain
- unsupervised learning
- markov random field
- text mining
- multi class
- information extraction
- probabilistic model
- data mining