322 citations · 1k across the 47 of their papers we have counts for
Showing 2017 · cs.CLShow all
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cs.CL2017★ 4 cited
A Chinese Dataset with Negative Full Forms for General Abbreviation Prediction
Yi Zhang, Xu Sun
Abbreviation is a common phenomenon across languages, especially in Chinese. In most cases, if an expression can be abbreviated, its abbreviation is used more often than its fully…
cs.CL2017★ 6 cited
Does Higher Order LSTM Have Better Accuracy for Segmenting and Labeling Sequence Data?
Yi Zhang, Xu Sun, Shuming Ma +2
Existing neural models usually predict the tag of the current token independent of the neighboring tags. The popular LSTM-CRF model considers the tag dependencies between every two…
cs.CL2017★ 71 cited
Towards End-to-End Speech Recognition with Deep Convolutional Neural Networks
Ying Zhang, Mohammad Pezeshki, Philemon Brakel +3
Convolutional Neural Networks (CNNs) are effective models for reducing spectral variations and modeling spectral correlations in acoustic features for automatic speech recognition…