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Multi-Objective Direct Preference Optimization

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04:00

2026-09-24

arxiv.org

ai-safety

Which Objectives Need a Dial? Predicting Objective Conflict and Covering Trade-offs in Steerable Pluralistic Alignment

Two pre-training measurements predict whether objective pairs align or conflict for human-annotated data across seven objective pairs from HelpSteer and UltraFeedback, but not for AI-annotated data, w…

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MODPO 1 HelpSteer 1 UltraFeedback 1 arXiv 1

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ai safety 1 ai research 1 large language models 1 machine learning 1 artificial intelligence 1