Matti Nelimarkka

Conceptual alignment? Using Explainable AI models to examine how AI classifies social science content Summary of our poster at the International Conference on Computational Social Science

Conceptual alignment? We find that neither more traditional supervised models nor advanced LLM-based models seem to fully capture the intended conceptual richness for social science content classifications.

Can unsupervised image clustering imitate social scientists' gazes? Summary of our poster at the International Conference on Computational Social Science

Can unsupervised image clustering imitate social scientists' gazes?

Short answer: no; supervised image clustering cannot – at least yet – replace social scientists, not even with visual language models. Here is our reasoning for this conclusion:

open.substack.com/pub/socially...

I should read Bluesky more often! Happy that someone likes it, the peer review has been more harsh on it..