Research

Computational Social Science & Political Communication

Working Papers

  • High Accuracy with Low Costs: The Pretrain-Finetune Paradigm for Classification with Transformer-based Language Models
    Cecilia Y. Sui
    Conditionally Accepted at PSRM
  • One Language is Enough: Using Transfer Learning to Detect Populist Rhetoric Across 25 Languages Without Translation
    Cecilia Y. Sui, Soyeon Jeon, Christopher Lucas, Jacob Montgomery, and Margit Tavits
    Under Review
  • Seeing Inside the Black Box: Feature Attribution for Political Text in the Age of Language Models
    Cecilia Y. Sui
    Working Paper
  • Synthesizing Closeness: A Generative AI Experiment on Parasocial Signaling in Political Communication
    Cecilia Y. Sui
    Working Paper