9 citations · 16 across the 4 of their papers we have counts for
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cs.CL2019★ 5 cited
Leap-LSTM: Enhancing Long Short-Term Memory for Text Categorization
Ting Huang, Gehui Shen, Zhi-Hong Deng
Recurrent Neural Networks (RNNs) are widely used in the field of natural language processing (NLP), ranging from text categorization to question answering and machine translation.…
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.CL2017★ 9 cited
A Gap-Based Framework for Chinese Word Segmentation via Very Deep Convolutional Networks
Zhiqing Sun, Gehui Shen, Zhihong Deng
Most previous approaches to Chinese word segmentation can be roughly classified into character-based and word-based methods. The former regards this task as a sequence-labeling pro…