Joachim Baumann
Joachim Baumann

Postdoc

I am a postdoctoral researcher at the MilaNLP Lab at Bocconi University, where I work with Dirk Hovy. I completed my PhD in the Social Computing Group at the University of Zurich, supervised by Anikó Hannák.

My research spans machine learning, natural language processing, and computational social science, always with an eye toward understanding and improving the real-world impact of these technologies on society. I am broadly interested in the societal impact of AI. During my PhD, I worked extensively on algorithmic fairness and algorithmic collective action as mechanisms to contest power imbalances in AI systems. I am also deeply interested in exploring both the promises and risks of using large language models for social science research methods.

During my PhD, I was a Data Science for Social Good Fellow at Carnegie Mellon University, advised by Rayid Ghani and Kit Rodolfa (2022), and interned at the Max Planck Institute for Intelligent Systems in Tübingen, hosted by Celestine Mendler-Dünner and Moritz Hardt (2023-2024). I was also fortunate to be co-advised by Christoph Heitz throughout my doctoral studies.

Interests
  • Computational Social Science
  • Evaluating Large Language Models
  • Algorithmic Fairness
Education
  • PhD Computer Science

    University of Zurich

Research
For a complete list of my publications, please see my Google Scholar profile.