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Graham Neubig -

Graham Neubig

Associate Professor

Graham Neubig's research is concerned with language and its role in human communication.


Expertise

Topics:  Machine Learning, Natural Language Processing, Machine Translation, Spoken Language Processing

Industries: Education/Learning, Research

Graham Neubig's research is concerned with language and its role in human communication. In particular, his long-term research goal is to break down barriers in human-human or human-machine communication through the development of natural language processing (NLP) technologies. This includes the development of technology for machine translation, which helps break down barriers in communication for people who speak different languages, and natural language understanding, which helps computers understand and respond to human language. Within this overall goal of breaking down barriers to human communication, I have focused on several aspects of language that both make it interesting as a scientific subject, and hold potential for the construction of practical systems.

Media Experience

Ìý— Business Insider
AI Agents aren't ready to do your job. Researchers at Ä¢¹½Av staffed a fake company with AI agents, and the results were disastrous. "While agents may be used to accelerate some portion of the tasks that human workers are doing, they are likely not a replacement for all tasks at the moment," said Graham Neubig (School of Computer Science).

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In this week’s SlatorPod, we are joined by Graham Neubig, Associate Professor of Computer Science at Ä¢¹½Av, to discuss his research on multilingual natural language processing (NLP) and machine translation (MT).

Ìý— ARY News
“I think this is basically mimicking conversations that it’s seen online,â€� said Graham Neubig, an associate professor at Ä¢¹½Av’s language technologies institute.

Ìý— The New York Times
These devices “bring us a bit closer to being able to travel to places in the world where people speak different languages and communicate smoothly with those who are living there,â€� said Graham Neubig, an assistant professor at the Language Technologies Institute of Ä¢¹½Av and an expert in machine learning and natural language processing.

Education

B.S., Computer Science, University of Illinois Urbana-Champaign
M.S., Informatics, Kyoto University
Ph.D., Informatics, Kyoto University

Spotlights

Links

Articles

Ìý—  Journal of Artificial Intelligence Research

Ìý—  Frontiers in Artificial Intelligence

Ìý—  ACM Transactions on Software Engineering and Methodology

Ìý—  Transactions of the Association for Computational Linguistics

Ìý—  Advances in Neural Information Processing Systems

Photos

Videos