Evaluating Transfer Learning for Simplifying GitHub READMEs.
Haoyu GaoChristoph TreudeMansooreh ZahediPublished in: ESEC/SIGSOFT FSE (2023)
Keyphrases
- transfer learning
- knowledge transfer
- learning tasks
- labeled data
- cross domain
- active learning
- structure learning
- reinforcement learning
- machine learning
- collaborative filtering
- semi supervised learning
- transfer knowledge
- machine learning algorithms
- domain adaptation
- text classification
- cross domain learning
- learning algorithm
- manifold alignment
- text categorization
- databases
- real world application domains
- target domain
- unlabeled data
- knowledge discovery
- training data
- neural network