479 citations · 955 across the 10 of their papers we have counts for
Showing 2016Show all
3 papers · 1 filter
cs.CL2016★ 45 cited
Learning to Compose Words into Sentences with Reinforcement Learning
Dani Yogatama, Phil Blunsom, Chris Dyer +2
We use reinforcement learning to learn tree-structured neural networks for computing representations of natural language sentences. In contrast with prior work on tree-structured m…
cs.CL2016★ 40 cited
Language as a Latent Variable: Discrete Generative Models for Sentence Compression
Yishu Miao, Phil Blunsom
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…
cs.CL2016★ 9 cited
Online Segment to Segment Neural Transduction
Lei Yu, Jan Buys, Phil Blunsom
We introduce an online neural sequence to sequence model that learns to alternate between encoding and decoding segments of the input as it is read. By independently tracking the e…