Xinyi Wang
xinyiw1 <at>

I work on Machine Translation, focusing on efficient data utilization for low-resource languages, domain adaptation, and any other scenarios when the data with desired properties is limited.

I am currently a PhD student at the Language Technologies Institute of CMU. I work with Graham Neubig and I am a member of NeuLab. Previously I did my undergrad at University of Notre Dame, where I worked with David Chiang.

CV  /  Google Scholar  /  Github

A Tree-based Decoder for Neural Machine Translation
Xinyi Wang, Hieu Pham, Pengcheng Yin, Graham Neubig
EMNLP, 2018
arxiv  /  slides
SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine Translation
Xinyi Wang*, Hieu Pham*, Zihang Dai, Graham Neubig
EMNLP, 2018
arxiv  /  slides
Growing Better Graphs With Latent-Variable Probabilistic Graph Grammars
Xinyi Wang, Salvador Aguinaga, Tim Weninger, David Chiang
KDD Workshop, 2018
XNMT: The extensible neural machine translation toolkit
Graham Neubig, Matthias Sperber, Xinyi Wang, Matthieu Felix, Austin Matthews, Sarguna Padmanabhan, Ye Qi, Devendra Singh Sachan, Philip Arthur, Pierre Godard, John Hewitt, Rachid Riad, Liming Wang
AMTA, 2018

Tsinghua University, Visting Student hosted by Yang Liu, Summer 2017

LinkedIn Inc., Software Engineering Intern, Summer 2016

Google Inc., Engineering Practicum Intern, Summer 2015

The design of this website is borrowed from this guy