Pareto-Guided Teacher Alignment for Fair Personalized Text Generation

This research proposes a Pareto-guided teacher alignment framework to mitigate demographic disparities in personalized persuasive text generation. The study addresses fairness as a constrained multi-objective alignment problem, preserving personalization fidelity.