I am a Lecturer (Assistant Professor in en-US) with the University of Edinburgh School of Informatics. My research focuses on machine translation, language modeling, and computational efficiency.
Previously, I worked as a Senior Research Scientist at Bloomberg, a Postdoctoral Scholar at Stanford, a Research Associate at the University of Edinburgh, and as a PhD student at Carnegie Mellon advised by Alon Lavie.My recent papers cover three areas:
- Hypergraph search
- is a faster and more accurate alternative to cube pruning.
- estimates and queries language models using less time and memory. It is behind three entries to the 2013 WMT evaluation, all of which won first place in their respective language pairs.
- won best system combination in 8 of 10 tracks of the 2011 WMT evaluation.