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Software . 2026
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Software . 2026
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Software . 2026
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Software . 2026
Data sources: Datacite
ZENODO
Software . 2026
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How Reasoning Shapes Social Bias in LLM-Generated Code?

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 27 Mar 2026Publisher:Zenodo

doi: 10.5281/zenodo.19248944 , 10.5281/zenodo.19248943 , 10.5281/zenodo.20424151

How Reasoning Shapes Social Bias in LLM-Generated Code?

Abstract

Anonymous code package for the submission "How Reasoning Shapes Social Bias in LLM-Generated Code?". This archive contains the core generation, evaluation, detector-training, and mitigation code used in the project.

Anonymous submission package.

Keywords

llm, social bias, reasoning, fairness, code generation

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    popularity
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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average