placeholder image
  • Contact Info
Publications in VIVO
 

Pacheco Gonzalez, Maria

Instructor

Positions

Research Areas research areas

Research

research overview

  • I primarily work on Natural Language Processing and Machine Learning. I am mostly interested in the integration of structured knowledge and statistical models, and in the relationship between language and social systems. Most of my previous work has focused on structured prediction and (deep) statistical relational learning, and their application for analyzing public discourse, argumentation and narratives. I am a strong believer in interdisciplinary, collaborative work. I actively collaborate with researchers in linguistics, security, human-computer interaction, bioinformatics, and the behavioral and social sciences.

keywords

  • natural language processing, machine learning, computational social science, social computing

Publications

selected publications

Teaching

courses taught

  • CSCI 5832 - Natural Language Processing
    Primary Instructor - Spring 2024
    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 6950 - Master's Thesis
    Primary Instructor - Fall 2023 / Spring 2024
    -
  • CSCI 7000 - Current Topics in Computer Science
    Primary Instructor - Fall 2023
    Covers research topics of current interest in computer science that do not fall into a standard subarea. May be repeated up to 8 total credit hours.
  • LING 5832 - Natural Language Processing
    Primary Instructor - Spring 2024
    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

geographic focus

Other Profiles