Bidirectional Recurrent Neural Network

This paper presents a novel approach using recurrent neural networks for estimating the quality of machine translation output. A se- quence of vectors made by the prediction method is used …...

AbstractConventional graph-based dependency parsers guarantee a tree structure both during training and inference. Instead, we formalize dependency parsing as the problem of independently selecting the head of each word in …...