86 citations · 363 across the 30 of their papers we have counts for
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cs.CL2015★ 2 cited
Small-footprint Deep Neural Networks with Highway Connections for Speech Recognition
Liang Lu, Steve Renals
For speech recognition, deep neural networks (DNNs) have significantly improved the recognition accuracy in most of benchmark datasets and application domains. However, compared to…
cs.CL2015★ 11 cited
Top-down Tree Long Short-Term Memory Networks
Xingxing Zhang, Liang Lu, Mirella Lapata
Long Short-Term Memory (LSTM) networks, a type of recurrent neural network with a more complex computational unit, have been successfully applied to a variety of sequence modeling…