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Bonnie J. Dorr

Natural Language Processing (NLP) Deep Language Understanding Multilingual Processing Explainable Artificial Intelligence

About

Bonnie J. Dorr is a Professor of Computer Science at the University of Florida and a member of the Florida Institute for National Security (FINS). She leads the Natural Language Processing (NLP) Research Laboratory, where her work centers on artificial intelligence methods for deep language understanding, multilingual processing, and explainable AI. Before joining UF, Dr. Dorr served as Associate Director and Senior Research Scientist at the Florida Institute for Human and Machine Cognition (IHMC), following a distinguished 24-year career as a Professor of Computer Science at the University of Maryland. During her tenure at Maryland, she also served as Associate Dean of the College of Computer, Mathematical, and Natural Sciences. She later became a Program Manager at DARPA, overseeing human language technology programs advancing natural language understanding and translation. Dr. Dorr is a Fellow of the ACM, AAAI, and ACL, a recipient of the NSF Presidential Faculty (PECASE) Fellowship, and a Sloan Research Fellow. She is a past President of the Association for Computational Linguistics and a former member of DARPA’s Information Science and Technology (ISAT) Study Group.

Research Performance Summary

366
Total Papers
14040
Total Citations
51
H-Index
1985-2025
Active Research Span

First Recorded Paper

Toward a Principle-Based Translator

Year: 1985

Citations: 0

Venue: MIT Artificial Intelligence Laboratory

Latest Recorded Paper

Navigating the Blue Nowhere: A Framework for Mapping Validated Adversarial Trajectories

Year: 2025

Citations: 0

Venue: N/A

Last 10 Years Publication Activity

This timeline shows the professor's yearly publication activity.

2025
11
2024
11
2023
7
2022
4
2021
7
2020
8
2019
5
2018
5
2017
2
2016
8
2015
10

Publication Venues and Collaboration

Journal, Conference, and Book Publication Breakdown

Conference 146
Journal 8
Book 38

Top Coauthors

Dorr Habash

Research Impact by Period

2025-2026

Period Stats
Papers 11
Citations 10
Avg. Citations / Paper 0.9
H-Index 2

2020-2024

Period Stats
Papers 37
Citations 299
Avg. Citations / Paper 8.1
H-Index 9

2015-2019

Period Stats
Papers 30
Citations 224
Avg. Citations / Paper 7.5
H-Index 8

2010-2014

Period Stats
Papers 25
Citations 1336
Avg. Citations / Paper 53.4
H-Index 15

2005-2009

Period Stats
Papers 66
Citations 7510
Avg. Citations / Paper 113.8
H-Index 30

2000-2004

Period Stats
Papers 75
Citations 1731
Avg. Citations / Paper 23.1
H-Index 20

1995-1999

Period Stats
Papers 55
Citations 1258
Avg. Citations / Paper 22.9
H-Index 17

1990-1994

Period Stats
Papers 59
Citations 1583
Avg. Citations / Paper 26.8
H-Index 17

1985-1989

Period Stats
Papers 8
Citations 89
Avg. Citations / Paper 11.1
H-Index 4

Contact and Professional Links

Contact Information

bonniejdorr@ufl.edu
3522734045

Detected Research Keywords

Neural Machine Translation Interlingual Machine Translation Lexical Conceptual Structure Resource Neural Machine Cross Language Information Language Information Retrieval Semantically Informed Syntactic Annotation Multilingual Text Lexical Conceptual Structures Data Science Research