Eudard Hovy

When Are Tree Structures Necessary for Deep Learning of Representations?

2015 · arXiv (Cornell University)

Recursive neural models, which use syntactic parse trees to recursively generate representations bottom-up, are a popular architecture. But there have not been rigorous evaluations showing for exactly which tasks this syntax-based method is appropriate. In …