I am an Associate Professor in Computer Science at the University of Maryland, with a joint appointment at the University of Maryland Institute for Advanced Computer Studies (UMIACS). I am a member of the CLIP lab.
My research aims to advance Human-Centered Natural Language Processing to help people communicate no matter what language they speak.
Recent Activities
- 12/23 We received an Outstanding Paper Award at EMNLP 2023 for "Physician Detection of Clinical Harm in Machine Translation: Quality Estimation Aids in Reliance and Backtranslation Identifies Critical Errors". Congratulations to Nikita Mehandru, Sweta Agrawal, Elaine Khoong, Niloufar Salehi for making this interdisciplinary collaboration a success!
- 12/23 We are presenting 8 papers at EMNLP 2023. Key themes: reliance and trust, explainability, building common ground across cultural differences, measuring harms.
- 07/22 I am a program co-chair of NAACL 2022 with Marie Catherine de Marneffe and Ivan Vladimir Meza Ruiz
- 01/22 New NSF Fairness in AI project on Human-Centered Machine Translation with co-PIs Ge Gao (UMD) and Niloufar Salehi (UC Berkeley)
- 10/21 Award for Inclusion Research Award from Google
Contact
Department of Computer ScienceUniversity of Maryland
Brendan Iribe Center for Computer Science and Engineering
8125 Paint Branch Dr.
College Park, MD 20742
Office: IRB 4130
Email: marine@umd.edu