A Natural Language Understanding Perspective
Offered By: USC Information Sciences Institute via YouTube
Course Description
Overview
Explore three cutting-edge projects in natural language understanding presented by Mitch Mithun, a post-doctoral researcher at USC Information Sciences Institute. Delve into the psychology behind phishing email susceptibility, examining subtle signals that fool both humans and AI models. Discover methods for explaining and grounding large language model predictions from a schema curation perspective. Investigate the potential of Quantum Natural Language Processing in low-resource settings, comparing its compositional approach to traditional neural network models. Gain insights from Mithun's diverse background in computer science, physics, and industry experience as he presents his findings from the intersection of cybersecurity, natural language processing, and quantum computation.
Syllabus
A Natural Language Understanding Perspective
Taught by
USC Information Sciences Institute
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