Effects of Architecture and Training on Embedding Geometry and Feature Discriminability in BERT.
Maksim PodkorytovDaniel BisJinglun CaiKobra AmirizirtolXiuwen LiuPublished in: IJCNN (2020)
Keyphrases
- management system
- three dimensional
- feature vectors
- test set
- online learning
- feedforward artificial neural networks
- real time
- training phase
- supervised learning
- neural network
- computer vision
- image features
- training examples
- training process
- training algorithm
- geometric structure
- network architecture
- multiple features
- training samples
- multi layer perceptron
- linear subspace
- multidimensional scaling
- information hiding
- locality preserving projections
- signal processing