PeopleofSuperintelligence

Researcher

Eric Nyberg

Eric Nyberg is a Carnegie Mellon professor whose research spans machine translation, information retrieval and automatic question answering. He earned a bachelor's degree at Boston University and a Ph.D. at Carnegie Mellon, then coauthored the KANT paper on practical translation for technical documents. With IBM, he helped develop OAQA for question-answering research and coauthored a 2011 overview of the DeepQA architecture behind Watson. His team's CMU OAQA system earned TREC LiveQA's highest average score in 2015, and by 2016 he was a co-founder of Cognistx as it prepared a customized retail-offer app. He served as co-director and director of CMU's MCDS program from 2004 to 2022, shared the 2011 Allen Newell Award with his collaborators, and is a professor and Associate Director for Education and Curriculum at CMU's Language Technologies Institute as of October 2026.

Works
213
Citations
5,063
h-index
34
Badges

Publication numbers from OpenAlex, as of 22 October 2026.

Timeline

  1. 1983–1992

    A BA and PhD at CMU

    He earns a bachelor's degree at Boston University in 1983 and a Ph.D. at Carnegie Mellon University in 1992.

  2. 1989–1992

    The KANT translation system

    At Carnegie Mellon's Center for Machine Translation, the KANT project begins in 1989 to develop practical translation systems for technical documentation. In 1992, he coauthors the KANT paper with Teruko Mitamura on fast, accurate translation for practical domains.

  3. 2004–2022

    Directing CMU's MCDS program

    From 2004 through 2022, he serves as co-director and director of CMU's MCDS program.

  4. 2007–2011

    Watson and the OAQA project

    In 2007, he and Ph.D. students Nico Schlaefer and Hideki Shima begin working with IBM on Watson. In 2008, CMU and IBM begin developing Open Advancement of Question Answering (OAQA), an architecture and set of methods to support Watson. In 2011, he coauthors an overview of DeepQA, the architecture IBM uses for Watson.

  5. 2011

    The Allen Newell Award

    He shares CMU's Allen Newell Award for Research Excellence with Teruko Mitamura, Nico Schlaefer and Hideki Shima for their contributions to question-answering systems and IBM Watson.

  6. 2015

    CMU's OAQA system at TREC

    In 2015, he and Di Wang present CMU's OAQA system at TREC LiveQA. Their system combines information-retrieval and NLP relevance models to rank answer candidates and earns the competition's highest average score.

  7. 2016

    Cognistx's retail app

    By 2016, he is a co-founder of Cognistx with Sanjay Chopra and Jeff Battin. The Pittsburgh startup prepares an app that enables Monro Muffler Brake to make customized offers to its customers.

  8. As of October 2026

    Associate Director for education

    As of October 2026, he is a professor and Associate Director for Education and Curriculum in Carnegie Mellon's Language Technologies Institute. His research interests include automatic text translation, information retrieval and automatic question answering.

Career

  1. Since 2004Carnegie Mellon UniversityCo-director and director, MCDS program
  2. 2024–2026Boston University
  3. From 2016CognistxCo-founder

Education

  1. 1992Carnegie Mellon UniversityPhD
  2. 1983Boston UniversityBachelor's degree

From the biography and OpenAlex affiliations (the years of papers that list the organization), so some years are approximate.

  1. 11% of AI doctorate holders from 2010 to 2016 founded or led a company or lab by 10 years after graduationIncludes Eric Nyberg. We estimate how often AI doctorate holders founded or led a company or lab by 10 years after graduation, how waiting times compare between founders and top jobs, and which universities trained the most.
  2. The Massachusetts Institute of Technology trained or employed 44 of the 187 AI major-prize winners, more than any other universityIncludes Eric Nyberg. The Massachusetts Institute of Technology trained or employed 44 of the 187 AI major-prize winners, more than any other university. We compare doctorate and 5+ year employment links, career timing and current workplaces for 187 major-prize and 1,111 best-paper winners.
  3. More people shaping AI studied at Massachusetts Institute of Technology than at any other institutionIncludes Carnegie Mellon University. We estimate where the people shaping AI studied and where their careers led. Massachusetts Institute of Technology leads with 467 former students, including 291 recorded doctorates.
  4. The company share of AI researchers’ top papers was 31% in 2020–2024 and 8% in 1970–1974Includes Carnegie Mellon University. We estimate where the people shaping AI worked when their most-cited papers appeared: the company share was 31% in 2020–2024 and 8% in 1970–1974, and Google led all organizations in 2020–2024.

Colleagues

People named in this biography, and people with dated positions at the same organization in the same years.

Sources and credits

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  1. Nyberg Receives BU Distinguished Alumnus Award cs.cmu.edu. Checked 21 October 2026.
  2. The KANT Project Home Page www2.lti.cs.cmu.edu. Checked 21 October 2026.
  3. Eric Nyberg - ACL Anthology aclanthology.org. Checked 21 October 2026.
  4. Eric Nyberg's Home Page cs.cmu.edu. Checked 21 October 2026.
  5. Press Release: CMU and IBM Collaborate on Open Computing System For Advancing Research on Question Answering cmu.edu. Checked 21 October 2026.
  6. Building watson: An overview of the deepQA project for AI Magazine research.ibm.com. Checked 21 October 2026.
  7. The Allen Newell Award for Research Excellence - Previous Winners cs.cmu.edu. Checked 21 October 2026.
  8. Proceedings - LiveQA 2015 - TREC Browser pages.nist.gov. Checked 21 October 2026.
  9. 2016 News - Center for Technology Transfer and Enterprise Creation cmu.edu. Checked 21 October 2026.
  10. Recent updates: A journey in collaboration and innovation carnegiebosch.cmu.edu. Checked 21 October 2026.