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cs.CY2026
All Public Voices Are Equal, But Are Some More Equal Than Others to LLMs?
Sola Kim, Marco A. Janssen, Jieshu Wang +3
Federal agencies are increasingly deploying large language models (LLMs) to process public comments submitted during notice-and-comment rulemaking, the primary mechanism through wh…
cs.CY2025
How Large Language Models Systematically Misrepresent American Climate Opinions
Sola Kim, Jieshu Wang, Marco A. Janssen +1
Federal agencies and researchers increasingly use large language models to analyze and simulate public opinion. When AI mediates between the public and policymakers, accuracy acros…
cs.CY2025★ 1 cited
Prestige over merit: An adapted audit of LLM bias in peer review
Anthony Howell, Jieshu Wang, Luyu Du +2
Large language models (LLMs) play a growing but largely informal role in scholarly peer review. Yet whether LLMs reproduce biases observed in human decision-making remains unclear.…