Leveraging Visual Knowledge in Language Tasks: An Empirical Study on Intermediate Pre-training for Cross-Modal Knowledge Transfer.
Woojeong JinDong-Ho LeeChenguang ZhuJay PujaraXiang RenPublished in: ACL (1) (2022)
Keyphrases
- knowledge transfer
- cross modal
- transfer learning
- transferring knowledge
- knowledge sharing
- multi modal
- transfer knowledge
- perceptual information
- previously learned
- learning experience
- visual similarity
- multimedia retrieval
- active learning
- machine learning
- visual recognition
- multimedia databases
- domain knowledge
- visual data
- reinforcement learning
- learning tasks
- data mining
- decision trees
- natural language
- knowledge management
- object recognition