Bonnie J. Dorr

Professor

Institute for Advanced Computer Studies, University of Maryland/ Department of Computer Science, University of Maryland

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Her research spans several areas of broad-scale multilingual processing, including machine translation, summarization, and cross-language information retrieval. In 2011, she began service as program manager at DARPA, where she is responsible for programs in the area of human language technology, while continuing to mentor students and postdoctoral researchers on projects in computer science and UMIACS.
Special Awards/Honors:
NSF Presidential Faculty Fellow (PFF), Sloan Fellow, Univ Maryland Distinguished Young Scientist, PECASE Fellow
ACM Fellow in 2020

Papers361 papers

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Adaptation of a Lexical Organization for Social Engineering Detection and Response Generation

Archna Bhatia,Adam Dalton, Brodie Mather, Sashank Santhanam,Samira Shaikh, Alan Zemel,Tomek Strzalkowski,Bonnie J. Dorr

STOC@LREC, pp.9-14, (2020)

EIBibtex

Learning to Plan and Realize Separately for Open-Ended Dialogue Systems

Sashank Santhanam, Zhuo Cheng, Brodie Mather,Bonnie Dorr,Archna Bhatia, Bryanna Hebenstreit, Alan Zemel,Adam Dalton,Tomek Strzalkowski,Samira Shaikh

EMNLP, pp.2736-2750, (2020)

EIBibtex

Knowledge Graphs Effectiveness in Neural Machine Translation Improvement

Benyamin Ahmadnia,Bonnie J. Dorr,Parisa Kordjamshidi

Comput. Sci., no. 3 (2020)

EIBibtex

Impact of a New Word Embedding Cost Function on Farsi-Spanish Low-Resource Neural Machine Translation

Benyamin Ahmadnia,Bonnie J. Dorr

FLAIRS Conference, pp.222-227, (2020)

EIBibtex

Active Defense Against Social Engineering - The Case for Human Language Technology

Adam Dalton, Ehsan Aghaei,Ehab Al-Shaer,Archna Bhatia, Esteban Castillo, Zhuo Cheng, Sreekar Dhaduvai, Qi Duan, Bryanna Hebenstreit, Md. Mazharul Islam, Younes Karimi, Amir Masoumzadeh

STOC@LREC, pp.1-8, (2020)

EIBibtex

Detecting Asks in SE attacks: Impact of Linguistic and Structural Knowledge

Dorr Bonnie J.,Bhatia Archna,Dalton Adam, Mather Brodie, Hebenstreit Bryanna, Santhanam Sashank, Cheng Zhuo,Shaikh Samira, Zemel Alan,Strzalkowski Tomek

Bibtex

Low-Resource Multi-Domain Machine Translation for Spanish-Farsi: Neural or Statistical

Benyamin Ahmadnia,Bonnie J. Dorr

Procedia Computer Science, (2020): 575-580

Bibtex

A New Approach to Parameter-Sharing in Multilingual Neural Machine Translation

Benyamin Ahmadnia,Bonnie J. Dorr

AMTA, pp.1-6, (2020)

EIBibtex

The Panacea Threat Intelligence and Active Defense Platform

Dalton Adam, Aghaei Ehsan,Al-Shaer Ehab,Bhatia Archna, Castillo Esteban, Cheng Zhuo, Dhaduvai Sreekar, Duan Qi, Islam Md Mazharul, Karimi Younes, Masoumzadeh Amir, Mather Brodie

Bibtex

An Effective Optimization Method for Neural Machine Translation - The Case of English-Persian Bilingually Low-Resource Scenario

Benyamin Ahmadnia,Bonnie J. Dorr

WAT@AAC/IJCNLPL, pp.45-49, (2020)

EIBibtex

Bilingual Low-Resource Neural Machine Translation with Round-Tripping - The Case of Persian-Spanish

Benyamin Ahmadnia,Bonnie J. Dorr

RANLP, pp.18-24, (2019)

EIBibtex

A data science challenge for converting airborne remote sensing data into ecological information