15 citations · 38 across the 7 of their papers we have counts for
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cs.CL2019
Incremental Learning from Scratch for Task-Oriented Dialogue Systems
Weikang Wang, Jiajun Zhang, Qian Li +3
Clarifying user needs is essential for existing task-oriented dialogue systems. However, in real-world applications, developers can never guarantee that all possible user demands a…
cs.CL2019★ 1 cited
Knowledge Distillation For Recurrent Neural Network Language Modeling With Trust Regularization
Yangyang Shi, Mei-Yuh Hwang, Xin Lei +1
Recurrent Neural Networks (RNNs) have dominated language modeling because of their superior performance over traditional N-gram based models. In many applications, a large Recurren…
cs.CL2019★ 1 cited
End-To-End Speech Recognition Using A High Rank LSTM-CTC Based Model
Yangyang Shi, Mei-Yuh Hwang, Xin Lei
Long Short Term Memory Connectionist Temporal Classification (LSTM-CTC) based end-to-end models are widely used in speech recognition due to its simplicity in training and efficien…