Language as a latent variable: Discrete generative models for sentence compression

In this work we explore deep generative models of text in which the latent representation of a document is itself drawn from a discrete language model distribution. We formulate a variational auto-encoder for inference in this model and apply it to the task of compressing sentences. In this applicat...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखकों: Miao, Y, Blunsom, P
स्वरूप: Conference item
प्रकाशित: Association for Computational Linguistics 2016