BriefGPT.xyz
Jul, 2019
从解耦的句法和语义空间生成句子
Generating Sentences from Disentangled Syntactic and Semantic Spaces
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Yu Bao, Hao Zhou, Shujian Huang, Lei Li, Lili Mou...
TL;DR
本文提出了一种基于变分自编码器的模型,通过在模型的潜在空间中使用线性化树序列显式建模句法信息,从而生成来自分离的句法和语义子空间的句子,并能应用于无监督的释义生成和句法转换等任务,实验结果优于现有相关工作。
Abstract
variational auto-encoders
(VAEs) are widely used in natural
language generation
due to the regularization of the
latent space
. However, ge
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