Ph.D., Computational Linguistics – University of Montana (ongoing)
M.S., Business Analytics – University of Montana
B.A., Linguistics – Reed College
Areas of Interest in Data Science
Natural Language Processing, Deep Learning, Search and Recommendation.
Anna Marbut is a PhD student in Computational Linguistics through the Department of Interdisciplinary Studies at the University of Montana and works as a Machine Learning Engineer/Data Scientist at Submittable, a Missoula-based SAAS company. Marbut’s research focuses on incorporating human-curated knowledge bases into natural language processing models and exploring the geometric properties of language models’ learned latent spaces. Marbut has worked at Submittable throughout her Master’s and PhD programs, and has worn many hats in that time. At some point during her tenure, she has been responsible for web scraping, creating executive-level analyses and recommendations, data modeling, training and productionizing machine learning models, and everything in between.