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Recurrent Graph Syntax Encoder for Neural Machine Translation
Liang Ding, Dacheng Tao
Syntax-incorporated machine translation models have been proven successful in improving the model's reasoning and meaning preservation ability. In this paper, we propose a simple y…
The University of Sydney's Machine Translation System for WMT19
Liang Ding, Dacheng Tao
This paper describes the University of Sydney's submission of the WMT 2019 shared news translation task. We participated in the FinnishEnglish direction and got the be…
BAG: Bi-directional Attention Entity Graph Convolutional Network for Multi-hop Reasoning Question Answering
Yu Cao, Meng Fang, Dacheng Tao
Multi-hop reasoning question answering requires deep comprehension of relationships between various documents and queries. We propose a Bi-directional Attention Entity Graph Convol…
MirrorGAN: Learning Text-to-image Generation by Redescription
Tingting Qiao, Jing Zhang, Duanqing Xu +1
Generating an image from a given text description has two goals: visual realism and semantic consistency. Although significant progress has been made in generating high-quality and…
Image-Question-Answer Synergistic Network for Visual Dialog
Dalu Guo, Chang Xu, Dacheng Tao
The image, question (combined with the history for de-referencing), and the corresponding answer are three vital components of visual dialog. Classical visual dialog systems integr…