Sent2Matrix: Folding Character Sequences in Serpentine Manifolds for Two-Dimensional Sentence

Hongyang Gao, Yi Liu, Xuan Zhang +1

We study text representation methods using deep models. Current methods, such as word-level embedding and character-level embedding schemes, treat texts as either a sequence of ato…