Out-of-Scope Intent Detection with Supervised Deep Metric Learning.
Youwen ZhangXudong WangLinlin WangKe YanHuan ChenPublished in: IJCNN (2023)
Keyphrases
- metric learning
- semi supervised
- distance metric
- distance metric learning
- machine learning and pattern recognition
- dimensionality reduction
- feature space
- multi task
- object detection
- learning tasks
- pairwise
- supervised learning
- unsupervised learning
- learning algorithm
- euclidean distance
- labeled data
- mahalanobis metric
- distance function
- semi supervised learning
- text classification
- training set
- semi definite programming
- unlabeled data
- manifold learning
- image classification
- similarity measure
- database systems
- maximum variance unfolding
- decision trees