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Publications in VIVO
 

Antoniak, Maria

Assistant Professor

Positions

Research

research overview

  • My research lies at the intersection of natural language processing and cultural analytics, with particular application to narrative medicine, computational humanities research, and online communities. In my work, I use computational methods to analyze how language reflects society, and I often collaborate with interdisciplinary teams in the humanities, the social sciences, and healthcare. I pay special attention to small data, reliability, and data ethics, and my research centers cultural data as both object of study and probe for NLP systems. I often use computational methods unconventionally, to identify outliers or in combination with qualitative methods.

keywords

  • Natural Language Processing, Cultural Analytics

Publications

selected publications

Teaching

courses taught

  • CSCI 5832 - Natural Language Processing
    Primary Instructor - Spring 2026
    Explores the field of natural language processing as it is concerned with the theoretical and practical issues that arise in getting computers to perform useful and interesting tasks with natural language. Covers the problems of understanding complex language phenomena and building practical programs. Same as LING 5832.
  • CSCI 7000 - Current Topics in Computer Science
    Primary Instructor - Fall 2025
    Covers research topics of current interest in computer science that do not fall into a standard subarea. May be repeated up to 18 total credit hours.
  • LING 5832 - Natural Language Processing
    Primary Instructor - Spring 2026
    Explores the field of natural language processing as it is concerned with the theoretical and practical issues that arise in getting computers to perform useful and interesting tasks with natural language. Covers the problems of understanding complex language phenomena and building practical programs. Same as CSCI 5832.

Background

International Activities