768 citations · 1k across the 18 of their papers we have counts for
Showing 2018Show all
3 papers · 1 filter
cs.CL2018★ 1 cited
Unsupervised Neural Word Segmentation for Chinese via Segmental Language Modeling
Zhiqing Sun, Zhi-Hong Deng
Previous traditional approaches to unsupervised Chinese word segmentation (CWS) can be roughly classified into discriminative and generative models. The former uses the carefully d…
cs.CL2018
Learning to Compose over Tree Structures via POS Tags
Gehui Shen, Zhi-Hong Deng, Ting Huang +1
Recursive Neural Network (RecNN), a type of models which compose words or phrases recursively over syntactic tree structures, has been proven to have superior ability to obtain sen…
cs.NE2018★ 1 cited
A Novel Framework for Recurrent Neural Networks with Enhancing Information Processing and Transmission between Units
Xi Chen, Zhihong Deng, Gehui Shen +1
This paper proposes a novel framework for recurrent neural networks (RNNs) inspired by the human memory models in the field of cognitive neuroscience to enhance information process…