Bonnie Dorr
Also known as Bonnie J. Dorr
Bonnie Dorr is an NLP researcher whose work covers machine translation, language representation and summarization. She earned her MIT doctorate in 1990. Her team took part in single-document summarization research in a 2004 NIST evaluation; she became an AAAI Fellow in 2013 and an emerita in 2014. In 2024, Dorr worked with Sonja Schmer-Galunder on ReSCIND’s cultural and linguistic analysis for cybersecurity. Her research connects how language is represented with applications in translation, text processing and cyber defense.
- Now at
- University of Maryland
- Works
- 326
- Citations
- 8,405
- h-index
- 39
Publication numbers from OpenAlex, as of 14 October 2026.
Timeline
-
1990
Doctoral study in computing
Dorr received her MIT doctorate in 1990. Her research covers computational linguistics, machine translation and lexical acquisition.
-
2004
Shared summarization research
Dorr’s team built a single-document summarization system evaluated in the 2004 NIST Document Understanding Conference. The team achieved a strong result in that evaluation.
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2013–2014
Translation recognition and an emerita transition
AAAI elected Dorr a Fellow in 2013 for language representation and interlingual translation. Maryland announced her emerita appointment in 2014.
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2024
Language and cultural analysis for cyber defense
Dorr and Sonja Schmer-Galunder contribute to the multi-institution ReSCIND program. Their contribution involves cultural NLP using public-platform language and cross-cultural human-subject research. The project aims to connect linguistic indicators with cyber-defense questions.
Sources and credits
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