• Maximum Entropy COICOP Classification using Entity Forest 

      Bauer-Nilsen, Louise Risholm (Master thesis, 2023)
      This thesis proposes a generative approach to COICOP classification using entity resolution and maximum entropy classification as a formal framework. The current limitations in COICOP classification are related to the ...
    • Navigating Model Drift: A Case Study on Classifying Occupations Using Textual Data 

      Jentoft, Susannah Lucy (Master thesis, 2023)
      Data underlying any machine learning model is prone to change over time in a process called model drift. The extent of change and effect on the model performance should be monitored in production settings to avoid decreasing ...