252 citations · 2k across the 56 of their papers we have counts for
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cs.NE2017★ 93 cited
Improved Variational Autoencoders for Text Modeling using Dilated Convolutions
Zichao Yang, Zhiting Hu, Ruslan Salakhutdinov +1
Recent work on generative modeling of text has found that variational auto-encoders (VAE) incorporating LSTM decoders perform worse than simpler LSTM language models (Bowman et al.…
cs.NE2016★ 14 cited
Neural Machine Translation with Recurrent Attention Modeling
Zichao Yang, Zhiting Hu, Yuntian Deng +2
Knowing which words have been attended to in previous time steps while generating a translation is a rich source of information for predicting what words will be attended to in the…