Published a book titled 'Natural Language Processing' (Second Edition); published multiple journal papers such as 'Topology-Sensitive Neural Architecture Search for Language Modeling', 'A Loss-Augmented Approach to Training Syntactic Machine Translation Systems', etc.
Research Experience
Serves as the Director of the Natural Language Processing Lab, focusing on natural language processing research.
Education
Ph.D. (1999); Lecturer (1999.11-2001.05), Associate Professor (2001.06-2006.01), Professor (2006.01-), PhD Advisor (2009.04-) working in the Institute of Computer Software, College of Information Science and Engineering, Northeastern University since 1999.
Background
Research interests include statistical machine translation, syntactic parsing, sentiment analysis, text classification, and some interests on active learning and ranking models.