Byte-Level Recursive Convolutional Auto-Encoder for Text

arXiv: Computation and Language, Volume abs/1802.01817, 2018.

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Abstract:

This article proposes to auto-encode text at byte-level using convolutional networks with a recursive architecture. The motivation is to explore whether it is possible to have scalable and homogeneous text generation at byte-level in a non-sequential fashion through the simple task of auto-encoding. We show that non-sequential text genera...More

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