Huamin Qu

Understanding Hidden Memories of Recurrent Neural Networks

2017

Recurrent neural networks (RNNs) have been successfully applied to various natural language processing (NLP) tasks and achieved better results than conventional methods. However, the lack of understanding of the mechanisms behind their effectiveness limits further …