Learning to Decouple Relations: Few-Shot Relation Classification with Entity-Guided Attention and Confusion-Aware Training.
Yingyao WangJunwei BaoGuangyi LiuYouzheng WuXiaodong HeBowen ZhouTiejun ZhaoPublished in: COLING (2020)
Keyphrases
- supervised learning
- incremental learning
- online learning
- training process
- learning process
- training set
- pattern recognition
- learning algorithm
- machine learning
- reinforcement learning
- testing phase
- learning systems
- feature selection
- discriminative training
- support vector machine svm
- labeled instances
- structured prediction
- feedforward neural networks
- positive training examples
- classification method
- classification algorithm
- background knowledge
- model selection
- image classification
- support vector machine
- feature extraction
- e learning