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...

সম্পূর্ণ বিবরণ

গ্রন্থ-পঞ্জীর বিবরন
প্রধান লেখক: Miao, Y, Blunsom, P
বিন্যাস: Conference item
প্রকাশিত: Association for Computational Linguistics 2016