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bias evaluation 1coding tasks 1decision making 1fairness 1large language models 1

From the 1 of 3 linked papers with an AI index.

most citedFairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks

1 citations · 1 across the 3 of their papers we have counts for

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cs.CL2026★ 1 cited

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks

Yongkang Du, Jen-tse Huang, Jieyu Zhao +1

The paper introduces FairCoder, a benchmark that uses coding tasks to detect implicit social bias in large language models when they are applied to high‑stakes decisions like hirin…