FAIR-PIVOT: Fairness-oriented Perspective-Inversion via Viewpoint-balanced Outline-then-generaTion for Mitigating Political Bias in Web Corpora
Fairness-oriented Perspective-Inversion via Viewpoint-balanced Outline-then-generaTion (simply, FAIR-PIVOT), a retrieval-augmented generation (RAG)-based two-level-agent framework that builds balanced perspective-inverted synthetic data for politically sensitive topics is proposed.