Conditional Variational Autoencoder for Neural Machine Translation

Long short-term memory

Hochreiter, Sepp and Schmidhuber, Jürgen · 1997

Earlier work this paper cites.

Auto-encoding variational bayes

Original

Kingma, Diederik P. and Welling, Max · 2013

Earlier work this paper cites.

Neural machine translation by jointly learning to align and translate

Original

Bahdanau, Dzmitry, Cho, Kyunghyun, and Bengio, Yoshua · 2014

Earlier work this paper cites.

Adam: A method for stochastic optimization

Original

Kingma, Diederik P. and Ba, Jimmy · 2014

Earlier work this paper cites.

Stochastic backpropagation and approximate inference in deep generative models

Rezende, Danilo Jimenez, Mohamed, Shakir, and Wierstra, Daan · 2014

Earlier work this paper cites.

Sequence to sequence learning with neural networks

Sutskever, Ilya, Vinyals, Oriol, and Le, Quoc V · 2014

Cited alongside, same era.

Generating sentences from a continuous space

Original

Bowman, Samuel R., Vilnis, Luke, Vinyals, Oriol, Dai, Andrew M., Józefowicz, Rafal, and Bengio, Samy · 2015

Cited alongside, same era.

DRAW: A recurrent neural network for image generation

Gregor, Karol, Danihelka, Ivo, Graves, Alex, Rezende, Danilo Jimenez, and Wierstra, Daan · 2015

Cited alongside, same era.

Learning natural language inference with LSTM

Original

Wang, Shuohang and Jiang, Jing · 2015

Cited alongside, same era.

A decomposable attention model for natural language inference

Parikh, Ankur P., Täckström, Oscar, Das, Dipanjan, and Uszkoreit, Jakob · 2016

Later among the works it cites.

Modeling coverage for neural machine translation

Tu, Zhaopeng, Lu, Zhengdong, Liu, Yang, Liu, Xiaohua, and Li, Hang · 2016

Later among the works it cites.

Variational neural machine translation

Zhang, Biao, Xiong, Deyi, Su, Jinsong, Duan, Hong, and Zhang, Min · 2016

Later among the works it cites.

Semi-amortized variational autoencoders

Original

Kim, Yoon, Wiseman, Sam, Miller, Andrew C., Sontag, David, and Rush, Alexander M · 2018

Closest in time.