192 citations · 206 across the 3 of their papers we have counts for
3 papers
cs.NE2016★ 14 cited
Neural Machine Translation with Recurrent Attention Modeling
Zichao Yang, Zhiting Hu, Yuntian Deng +2
Knowing which words have been attended to in previous time steps while generating a translation is a rich source of information for predicting what words will be attended to in the…
cs.LG2015★ 192 cited
Stacked Attention Networks for Image Question Answering
Zichao Yang, Xiaodong He, Jianfeng Gao +2
This paper presents stacked attention networks (SANs) that learn to answer natural language questions from images. SANs use semantic representation of a question as query to search…
cs.LG2011
Parallel Online Learning
Daniel Hsu, Nikos Karampatziakis, John Langford +1
In this work we study parallelization of online learning, a core primitive in machine learning. In a parallel environment all known approaches for parallel online learning lead to…