FewRel: A Large-Scale Supervised Few-shot Relation Classification Dataset with State-of-the-Art Evaluation.
Xu HanHao ZhuPengfei YuZiyun WangYuan YaoZhiyuan LiuMaosong SunPublished in: EMNLP (2018)
Keyphrases
- supervised learning
- supervised classification
- feature selection
- decision trees
- classification accuracy
- pattern recognition
- machine learning
- unsupervised learning
- support vector machine svm
- text classification
- benchmark datasets
- training set
- class labels
- support vector
- decision rules
- image classification
- machine learning algorithms
- training dataset
- classification method
- automatic classification
- classification systems
- support vector machine
- real life
- uci datasets
- preprocessing
- training data
- feature extraction
- comparative evaluation
- shot detection
- hierarchical text classification
- classification models
- event detection
- classification rules
- model selection
- object detection
- pairwise
- feature space
- video sequences
- learning algorithm