Megan Brown
@m-dot-brown.bsky.social
PhD Student University of Michigan School of Information & Michigan Institute for Computational Discovery and Engineering | formerly engineering @csmapnyu.org | NYU ‘19
4/ Key finding: While LLMs disagree with human annotators on the basis of demographics, it tends to be in the same directions on the same demographic categories within the same dataset. In other words, the direction of bias is not LLM-specific, but dataset-specific.
July 11, 2025 at 4:44 PM
4/ Key finding: While LLMs disagree with human annotators on the basis of demographics, it tends to be in the same directions on the same demographic categories within the same dataset. In other words, the direction of bias is not LLM-specific, but dataset-specific.