Yijun Xiao

Efficient Character-level Document Classification by Combining Convolution and Recurrent Layers

2016 · arXiv (Cornell University)

Document classification tasks were primarily tackled at word level. Recent research that works with character-level inputs shows several benefits over word-level approaches such as natural incorporation of morphemes and better handling of rare words. We …