When to Use Multi-Task Learning vs Intermediate Fine-Tuning for Pre-Trained Encoder Transfer Learning.
Orion WellerKevin D. SeppiMatt GardnerPublished in: CoRR (2022)
Keyphrases
- fine tuning
- multi task learning
- transfer learning
- pre trained
- multi task
- learning tasks
- training data
- labeled data
- training examples
- active learning
- multiple tasks
- reinforcement learning
- multitask learning
- text classification
- semi supervised learning
- collaborative filtering
- machine learning
- unlabeled data
- target domain
- text categorization
- machine learning algorithms
- control signals
- data sets
- supervised learning
- object recognition
- generative model
- learning problems
- inductive learning
- pairwise
- feature space
- learning algorithm