Search Results for author: Stanislau Semeniuta

Found 3 papers, 2 papers with code

A Hybrid Convolutional Variational Autoencoder for Text Generation

3 code implementations EMNLP 2017 Stanislau Semeniuta, Aliaksei Severyn, Erhardt Barth

In this paper we explore the effect of architectural choices on learning a Variational Autoencoder (VAE) for text generation.

Language Modelling Text Generation

Recurrent Dropout without Memory Loss

2 code implementations COLING 2016 Stanislau Semeniuta, Aliaksei Severyn, Erhardt Barth

This paper presents a novel approach to recurrent neural network (RNN) regularization.

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