Xinlei Chen

Visualizing and Understanding Neural Models in NLP

2016

While neural networks have been successfully applied to many NLP tasks the resulting vectorbased models are very difficult to interpret. For example it's not clear how they achieve compositionality, building sentence meaning from the meanings …

A quantum secure direct communication scheme based on intermediate-basis

2023 · Frontiers of Physics

Quantum secure direct communication (QSDC) is a method of communication that transmits secret information directly through a quantum channel. This paper proposes a two-step QSDC scheme based on intermediate-basis, in which the intermediate-basis Einstein–Podolsky–Rosen (EPR) …

Visualizing and Understanding Neural Models in NLP

2015 · arXiv (Cornell University)

While neural networks have been successfully applied to many NLP tasks the resulting vector-based models are very difficult to interpret. For example it's not clear how they achieve {\em compositionality}, building sentence meaning from the …