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REU Site: Knowledge Beyond Language with Vector Embeddings — NSF Award to University of North Texas (TX, $464,978)

This three-year Research Experiences for Undergraduates (REU) site at the University of North Texas will support 10 students for 10 weeks each summer and train them to build artificial intelligence (AI) systems capable of sharing knowledge across domains through vector embeddings. Vector embeddings translate informatio

Award titleREU Site: Knowledge Beyond Language with Vector Embeddings
Award ID2548192
AwardeeUniversity of North Texas
CityDENTON
StateTX
Amount obligated$464,978
Principal investigatorTing Xiao
ProgramRSCH EXPER FOR UNDERGRAD SITES
Start date10/01/2026
AbstractThis three-year Research Experiences for Undergraduates (REU) site at the University of North Texas will support 10 students for 10 weeks each summer and train them to build artificial intelligence (AI) systems capable of sharing knowledge across domains through vector embeddings. Vector embeddings translate information (e.g., images, text or sound) into numerical data. These data are then converted into lists that allow the numbers to convey context and meaning. Current AI systems who are worki
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