2 papers
cs.CL2025
Attribution Quality in AI-Generated Content:Benchmarking Style Embeddings and LLM Judges
Misam Abbas
Attributing authorship in the era of large language models (LLMs) is increasingly challenging as machine-generated prose rivals human writing. We benchmark two complementary attrib…
cs.LG2023
Matched Pair Calibration for Ranking Fairness
Hannah Korevaar, Chris McConnell, Edmund Tong +6
We propose a test of fairness in score-based ranking systems called matched pair calibration. Our approach constructs a set of matched item pairs with minimal confounding differenc…