Hidden Markov Model for Part-of-Speech Tagging Tasks
Dec 1, 2025
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1 min read
Literature review and application of Hidden Markov Model methods to the Penn Treebank dataset for STATS 230: Statistical Computing Methods.
Tools Used: Python, R
Authors
PhD Student in Statistics
Spencer Hilligoss is a PhD student in Statistics at the University of California, Irvine,
advised by Dr. Annie Qu and Dr. Tianchen Qian. His research focuses on causal mediation
analysis, representation learning, and statistical methods for mobile health and
personalized medicine, with applications to Type 1 Diabetes.