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Tejaswi V. Panchagnula

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Preprint Jul 2026

Inference-Time Mitigation of Adversarial Political Bias in Large Language Models

The proposed Recursive Self-Correction approach raises model performance from a Political Neutrality Likert scale baseline of 2.14 to 4.56, averaged across all models, demonstrating effective inference-time mitigation of political bias in LLM-generated summaries.

Tejaswi V. Panchagnula, Bruce Coburn, Bryce J. Dietrich et al. · 0 citations