Conditionally Adaptive Multi-Task Learning: Improving Transfer Learning in NLP Using Fewer Parameters & Less Data.
Jonathan PilaultAmine ElhattamiChristopher J. PalPublished in: CoRR (2020)
Keyphrases
- transfer learning
- multi task learning
- data sets
- labeled data
- learning tasks
- multi task
- fewer parameters
- training data
- multiple tasks
- data analysis
- machine learning algorithms
- previously learned
- multitask learning
- domain adaptation
- target domain
- cross domain
- semi supervised learning
- data points
- prior knowledge
- high dimensional
- natural language
- decision trees
- information retrieval
- data mining