Carnegie Mellon University

Structured Translation and Analysis of Low-Resource Languages

Machine Translation

By Christopher Dyer

& Noah Smith

& Lorraine Levin

Of the many diverse world languages, few are within reach of current natural language processing and machine translation techniques. While mainstream approaches fail to generalize for most languages due to the lack of resources, our approach is designed to discover and leverage deep syntactic and semantic structures elicited from human experts.