Machine Learning, AI, Computational Linguistics, and Information Retrieval
Developing methods that allow computers to perform learned tasks autonomously, creating practical solutions for human needs.
Research Projects
Enhancing Performance and Communication for Distributed Teams During Lunar Spacewalks
Principal Investigator(s): Susannah Paletz
Funder: NASA - Johnson Space Center Other Federal
Research Areas: Future of Work > Human-Computer Interaction > Machine Learning, AI, Computational Linguistics, and Information Retrieval
Principal Investigator(s): Susannah Paletz
Funder: NASA - Johnson Space Center Other Federal
Research Areas: Future of Work > Human-Computer Interaction > Machine Learning, AI, Computational Linguistics, and Information Retrieval
Harnessing Generative AI to Support Exploration and Discovery in Library and Archival Collection
Principal Investigator(s): Richard Marciano
Funder: Institute of Museum and Library Services
Research Areas: Archival Science > Machine Learning, AI, Computational Linguistics, and Information Retrieval
Harnessing generative AI to support exploration and discovery in library and archival collections.
Principal Investigator(s): Richard Marciano
Funder: Institute of Museum and Library Services
Research Areas: Archival Science > Machine Learning, AI, Computational Linguistics, and Information Retrieval
Harnessing generative AI to support exploration and discovery in library and archival collections.
Detecting and Mapping War-induced Damage to Agricultural Fields in Ukraine using Multi-Modal Remote Sensing Data
Principal Investigator(s): Sergii Skakun
Funder: NASA - Proposal Only Other Federal
Research Areas: Data Science, Analytics, and Visualization > Human-Computer Interaction > Machine Learning, AI, Computational Linguistics, and Information Retrieval > Smart Cities and Connected Communities > Social Networks, Online Communities, and Social Media
Principal Investigator(s): Sergii Skakun
Funder: NASA - Proposal Only Other Federal
Research Areas: Data Science, Analytics, and Visualization > Human-Computer Interaction > Machine Learning, AI, Computational Linguistics, and Information Retrieval > Smart Cities and Connected Communities > Social Networks, Online Communities, and Social Media
Faculty
Recent News

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(Video) Driving Economic Growth: UMD Task Force Explores AI’s Role in Job Creation for Prince George’s County
INFO's Keith Marzullo and Vanessa Frias-Martinez play key roles in AI-driven initiatives to drive economic growth Prince George’s Cou …
A UMD-led multidisciplinary team is developing a large-scale, open-source dataset for AI model training tools focused on K–12 math education that aims to increase accuracy and representation in educational AI systems. Photo by Adobe Stock.
Maryland Today: UMD Researchers to Build AI Database to Improve Math Learning Outcomes (ft. Wei Ai)
Project Funded by $4.5M Philanthropic Grant Aims to Help Teachers, Students, Researcher and Edtech Industry
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