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: CoRR (2022)
Keyphrases
- knowledge transfer
- cross modal
- transfer learning
- transferring knowledge
- knowledge sharing
- multi modal
- transfer knowledge
- previously learned
- learning tasks
- perceptual information
- image retrieval
- machine learning
- visual similarity
- multimedia retrieval
- reinforcement learning
- collaborative filtering
- natural language
- text categorization
- wordnet
- text classification
- supervised learning
- software engineering
- low level
- training data
- case study
- data sets