Dr. Steven Abney

Professor

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Biography

Steven Abney is a professor at the University of Michigan specializing in computational linguistics. His research interests include language technology, encompassing machine translation, speech recognition, and information extraction, as well as digital linguistics and computational psycholinguistics. He has experience working in both academic departments and industrial research labs, focusing on the computational aspects of language and how they relate to cognitive systems. His current research projects involve language digitization, low-resource computational linguistics, and the digital documentation of the Ojibwe language, among other topics. Abney teaches various courses including Mathematics of Language, Computational Linguistics, and Machine Learning in Natural Language Processing. He holds a Ph.D. from the Massachusetts Institute of Technology, obtained in 1987, and has contributed significantly to the fields of parsing, semi-supervised learning, and semantics. As a faculty member, he is also affiliated with the Computer Science Engineering and the Michigan Institute for Data Science.

Research Interests

Courses

Mathematics of Language Computational Linguistics Machine Learning in NLP

Requirements for University of Michigan

Master Program
Requirements
GPA Requirement
Required:3.5
TOEFL
Total
Required:84
GRE General
Verbal
Required:155
Verbal Percentile
Required:50
Quantitative
Required:168
Quantitative Percentile
Required:50
Analytical Writing
Required:3.6
Writing Percentile
Required:50
Prerequisites
Bachelor degree in engineering, physics, or mathematics Calculus Physics
Application Checklist
  • Rackham Graduate School Application
  • Official Transcripts
  • 3 Letters of Recommendation
  • Academic Statement of Purpose
  • Personal Statement
  • CV/Resume
Specialization Notes

Department of Electrical Engineering and Computer Science