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20222026
most citedAsk LLMs Directly, "What shapes your bias?": Measuring Social Bias in Large Language Models

1 citations · 1 across the 7 of their papers we have counts for

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cs.CL2026

Social Dynamics as Critical Vulnerabilities that Undermine Objective Decision-Making in LLM Collectives

Changgeon Ko, Jisu Shin, Hoyun Song +3

Large language model (LLM) agents are increasingly acting as human delegates in multi-agent environments, where a representative agent integrates diverse peer perspectives to make…

cs.CL2026

Beyond Static Benchmarks: Synthesizing Harmful Content via Persona-based Simulation for Robust Evaluation

Huije Lee, Jisu Shin, Hoyun Song +2

Static benchmarks for harmful content detection face limitations in scalability and diversity, and may also be affected by contamination from web-scale pre-training corpora. To add…