Exploring kernel functions in the softmax layer for contextual word classification

Y Gao, C Herold, W Wang, H Ney - arXiv preprint arXiv:1910.12554, 2019 - arxiv.org
Prominently used in support vector machines and logistic regressions, kernel functions
(kernels) can implicitly map data points into high dimensional spaces and make it easier to …

Exploring Kernel Functions in the Softmax Layer for Contextual Word Classification

Y Gao, C Herold, W Wang, H Ney - Proceedings of the 16th …, 2019 - aclanthology.org
Prominently used in support vector machines and logistic re-gressions, kernel functions
(kernels) can implicitly map data points into high dimensional spaces and make it easier to …

[PDF][PDF] Exploring Kernel Functions in the Softmax Layer for Contextual Word Classification

Y Gao, C Herold, W Wang, H Ney - pdfs.semanticscholar.org
Background Geometric Explanation of Softmax Bottleneck• an intuitive example:–p (dog| a
common home pet is...)≈ p (cat| a common home pet is...)≈ 50%–learned word vectors are …

[PDF][PDF] Exploring Kernel Functions in the Softmax Layer for Contextual Word Classification

Y Gao, C Herold, W Wang, H Ney - www-i6.informatik.rwth-aachen.de
Prominently used in support vector machines and logistic regressions, kernel functions
(kernels) can implicitly map data points into high dimensional spaces and make it easier to …

[PDF][PDF] Exploring Kernel Functions in the Softmax Layer for Contextual Word Classification

Y Gao, C Herold, W Wang, H Ney - publications.rwth-aachen.de
Prominently used in support vector machines and logistic regressions, kernel functions
(kernels) can implicitly map data points into high dimensional spaces and make it easier to …

Exploring Kernel Functions in the Softmax Layer for Contextual Word Classification

Y Gao, C Herold, W Wang, H Ney - arXiv e-prints, 2019 - ui.adsabs.harvard.edu
Prominently used in support vector machines and logistic regressions, kernel functions
(kernels) can implicitly map data points into high dimensional spaces and make it easier to …

[PDF][PDF] Exploring Kernel Functions in the Softmax Layer for Contextual Word Classification

Y Gao, C Herold, W Wang, H Ney - www-i6.informatik.rwth-aachen.de
Prominently used in support vector machines and logistic regressions, kernel functions
(kernels) can implicitly map data points into high dimensional spaces and make it easier to …

[PDF][PDF] Exploring Kernel Functions in the Softmax Layer for Contextual Word Classification

Y Gao, C Herold, W Wang, H Ney - publications.rwth-aachen.de
Prominently used in support vector machines and logistic regressions, kernel functions
(kernels) can implicitly map data points into high dimensional spaces and make it easier to …