Panacea: Pareto Alignment via Preference Adaptation for LLMs

Nov-19-2025, 20:26:59 GMT–Neural Information Processing Systems

Panacea trains a single model capable of adapting online and Pareto-optimally to diverse sets of preferences without the need for further tuning.

large language model, machine learning, natural language, (18 more...)

Neural Information Processing Systems

Nov-19-2025, 20:26:59 GMT

Conferences PDF

Country:
- Asia > China
  - Beijing > Beijing (0.04)
  - Hong Kong (0.04)
- Europe > United Kingdom
  - England > Cambridgeshire > Cambridge (0.04)
- North America > United States
  - California > Santa Clara County > Palo Alto (0.04)
- South America > Chile
  - Santiago Metropolitan Region > Santiago Province > Santiago (0.04)

Genre:
- Research Report > Experimental Study (0.93)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning > Neural Networks
    - Deep Learning (0.98)
  - Natural Language > Large Language Model (1.00)
  - Representation & Reasoning > Optimization (1.00)

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Panacea: Pareto Alignment via Preference Adaptation for LLMs

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