Graduate Theses: Recent submissions
Now showing items 592-594 of 36544
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Clinical Text De-identification Using Large Language Models: Insights from Organ Procurement Data
(Massachusetts Institute of Technology, 2025-05)This thesis presents a novel approach to the de-identification of clinical notes from Organ Procurement Organization (OPO) records, leveraging advanced natural language processing (NLP) methodologies. Specifically, we ... -
Efficient ML Inference via Matrix-Vector Approximations
(Massachusetts Institute of Technology, 2025-05)Efficient inference is a growing priority in deep learning, where large model sizes and increasing deployment demands pose challenges for latency, memory, and energy usage. This thesis presents a unified framework for ... -
A Pedagogical Multimodal System for Mathematical Problem-Solving and Visual Reasoning
(Massachusetts Institute of Technology, 2025-05)Effective reasoning often requires more than text or language. It requires visualizing, drawing, gesturing, and interacting for both humans and artificial intelligence (AI). Specifically in educational subjects, such as ...
