Beyond Labels: Knowledge Elicitation using Deep Metric Learning and Psychometric Testing.
Lu YInPublished in: IJCAI (2020)
Keyphrases
- metric learning
- knowledge elicitation
- pairwise
- knowledge engineering
- fully supervised
- distance metric
- distance metric learning
- semi supervised
- decision support system
- learning tasks
- feature space
- expert knowledge
- domain experts
- dimensionality reduction
- knowledge acquisition
- expert systems
- training data
- mahalanobis metric
- distance function
- multi label
- multi task
- knowledge representation
- training set
- euclidean distance
- training examples
- semi supervised learning
- active learning
- unsupervised learning
- text classification
- decision making