Improving Few-Shot Relation Classification by Prototypical Representation Learning with Definition Text.
Zhenzhen LiYuyang ZhangJian-Yun NieDongsheng LiPublished in: NAACL-HLT (Findings) (2022)
Keyphrases
- supervised learning
- information retrieval
- learning process
- unsupervised learning
- incremental learning
- online learning
- pattern recognition
- learning systems
- learning algorithm
- feature construction
- feature representation
- learning problems
- prior knowledge
- multi category
- learning phase
- learning tasks
- classification accuracy
- video sequences
- reinforcement learning
- e learning
- multi class
- information extraction
- support vector machine
- active learning
- action recognition
- feature vectors
- image retrieval
- classification models
- multimedia
- multiple representations
- machine learning