Can I read Deep Tree Transductions - A Short Survey on EtoBox?

Deep Tree Transductions - A Short Survey by Bacciu, Davide; Bruno, Antonio is a scholarly article available to read on EtoBox.

What is Deep Tree Transductions - A Short Survey about?

The paper surveys recent extensions of the Long-Short Term Memory networks to handle tree structures from the perspective of learning non-trivial forms of isomorph structured transductions. It provides a discussion of modern TreeLSTM models, showing the effect of the bias induced by the direction of tree processing. An empirical analysis is performed on real-world benchmarks, highlighting how there is no single model adequate to effectively approach all transduction problems.

Author

Bacciu, Davide; Bruno, Antonio

Published

2019

Language

EN