Transfer Learning Robustness in Multi-Class Categorization by Fine-Tuning Pre-Trained Contextualized Language Models.
Xinyi LiuArtit WangperawongPublished in: CoRR (2019)
Keyphrases
- multi class
- language model
- transfer learning
- fine tuning
- pre trained
- text categorization
- language modeling
- training data
- learning tasks
- feature selection
- labeled data
- probabilistic model
- support vector machine
- reinforcement learning
- multi task
- cross domain
- semi supervised learning
- training examples
- speech recognition
- pairwise
- information retrieval
- machine learning
- text classification
- object detection
- machine learning algorithms
- context sensitive
- multi task learning
- text mining
- learning algorithm
- active learning
- decision trees
- multiple instance learning
- data sets
- unlabeled data
- maximum likelihood
- image classification
- learning problems