Principal Researcher in Deep Learning Technology Center (DLTC) at Microsoft Research, Redmond. I work on deep learning for text and image processing (MS internal access) and lead the development of AI systems for enterprise applications and dialogue. We have developed a series of deep semantic similarity models (DSSM, also a.k.a. Sent2Vec), which have been used for a wide range of text and image processing tasks.
From 2006 to 2014, I was Principal Researcher at Natural Language Processing Group at Microsoft Research, Redmond. I worked on Web search, query understanding and reformulation, ads prediction, and statistical machine translation.
From 2005 to 2006, I was a research lead in Natural Interactive Services Division at Microsoft. I worked on Project X, an effort of developing natural user interface for Windows.
From 1999 to 2005, I was Research Lead in Natural Language Computing Group at Microsoft Research Asia. I, together with my colleagues, developed the first Chinese speech recognition system released with Microsoft Office, the Chinese/Japanese Input Method Editors (IME) which were the leading products in the market, and the natural language platform for Windows Vista.
Currently, I live with my family in Woodinville, WA.
One Microsoft Way
Machine learning and deep learning
Natural language processing
Web search and mining
Last updated $Date:
2012/7/30 by firstname.lastname@example.org