IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages.
Emanuele BugliarelloFangyu LiuJonas PfeifferSiva ReddyDesmond ElliottEdoardo Maria PontiIvan VulicPublished in: CoRR (2022)
Keyphrases
- transfer learning
- learning tasks
- cross lingual
- multi task
- labeled data
- knowledge transfer
- active learning
- multi task learning
- machine learning
- structure learning
- transferring knowledge
- semi supervised learning
- cross domain
- reinforcement learning
- text classification
- transfer knowledge
- text categorization
- machine learning algorithms
- collaborative filtering
- text mining
- manifold alignment
- learning algorithm
- target domain
- domain adaptation
- databases
- unlabeled data
- feature extraction
- solve complex tasks
- previously learned
- hierarchical bayesian model
- cross domain learning
- multitask learning
- domain specific
- nearest neighbor
- object recognition
- bayesian networks
- decision trees
- real world
- neural network