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Diana then responds by engaging them in conversation or prompting the teacher. As students interact in the classroom, the goal is for Diana to notice students’ facial expressions, conversations, gazes and gestures to infer whether they could use help or are getting distracted. Diana is a teaching assistant designed to respond to students’ nonverbal and visual cues in an eﬀort to help middle-school teachers run their classrooms more smoothly. This project aims to build the necessary infrastructure for translating languages and other media into UMRs.Ĭomputer science professors James Pustejovsky and Nikhil Krishnaswamy of Colorado State University have spent the past few years developing the Diana prototype in their multi multimodal simulation work, which exists today as an interactive avatar on a computer, iPad or iPhone. UMR can also be extended to multi-modal settings to represent the content of videos and images, allowing computers to better process and understand the content of these media forms. Uniform Meaning Representation (UMR) is designed as a machine-readable language that all languages, from high-resource languages such as English and Chinese, to low-resource languages like Arapaho, can be translated into. Such a fragmented approach introduces redundancy and repetition, and is thus inefficient. Currently, such translation is done on a task-by-task and language-by-language basis. Professor Nianwen Xue and James Pustejovsky were awared a $999,689 NSF Grant for a project entitled 'Building a Broad Infrastructure for Uniform Meaning Representations.' When humans attempt to talk with a computer, our language needs to be translated into a meaning representation that can be processed and understood by the computer.

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Graduate Professional Studies (Online Programs) Rabb School: Graduate Professional Studies Heller School for Social Policy and Management Master of Science in Computational Linguistics

Master of Science in Computer Science for Non-Majors Undergraduate Departmental Representatives Bachelor of Arts and Bachelor of Science in Computer Science

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