667 citations · 843 across the 29 of their papers we have counts for
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cs.CL2018★ 6 cited
NEXUS Network: Connecting the Preceding and the Following in Dialogue Generation
Hui Su, Xiaoyu Shen, Wenjie Li +1
Sequence-to-Sequence (seq2seq) models have become overwhelmingly popular in building end-to-end trainable dialogue systems. Though highly efficient in learning the backbone of huma…
cs.CL2018★ 31 cited
Improving Variational Encoder-Decoders in Dialogue Generation
Xiaoyu Shen, Hui Su, Shuzi Niu +1
Variational encoder-decoders (VEDs) have shown promising results in dialogue generation. However, the latent variable distributions are usually approximated by a much simpler model…