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Certificate of Completion

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THIS ACKNOWLEDGES THAT

HAS COMPLETED THE SPRING 2024 DEEP LEARNING BOOT CAMP

Christopher Stith

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Roman Holowinsky, PhD

MAY 03, 2024

DIRECTOR

DATE

TEAM

ReLulu

Shirlyn Wang, Christopher Stith, Katja Vassilev

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The goal of this project is to identify Personally Identifiable Information (PII) in student essays for the purpose of generating distributable educational tools. The data came from a competition posted on Kaggle, posed by a group at Vanderbilt University and the Learning Agency Lab. We fine-tuned existing language models (RoBERTa and DeBERTa) to identify the PII that we were concerned about in the student essays, in order to maximize the F5 score, the metric set forth by the competition.

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