17 citations · 44 across the 15 of their papers we have counts for
Showing 2017Show all
2 papers · 1 filter
cs.CL2017★ 6 cited
A General-Purpose Tagger with Convolutional Neural Networks
Xiang Yu, Agnieszka Faleńska, Ngoc Thang Vu
We present a general-purpose tagger based on convolutional neural networks (CNN), used for both composing word vectors and encoding context information. The CNN tagger is robust ac…
cs.CL2017★ 14 cited
Character Composition Model with Convolutional Neural Networks for Dependency Parsing on Morphologically Rich Languages
Xiang Yu, Ngoc Thang Vu
We present a transition-based dependency parser that uses a convolutional neural network to compose word representations from characters. The character composition model shows grea…