Tag: Personalization

All the articles with the tag "Personalization".

• Long Term Memory: The Foundation of AI Self-Evolution

  Published: 17 May, 2025 |  at  11:08 AM

  

  85.57 🤔

  This paper proposes Long-Term Memory (LTM) as a cornerstone for AI self-evolution, demonstrating through multi-agent frameworks like OMNE and diverse experiments that LTM enables personalized, adaptive learning in LLMs during inference, achieving top performance on benchmarks like GAIA.

• HyPerAlign: Hypotheses-driven Personalized Alignment

  Published: 4 May, 2025 |  at  04:32 PM

  

  65.01 🤔

  本文提出HyPerAlign方法，通过假设驱动的少样本学习实现LLM的个性化对齐，提高了模型对个体用户的适应性和安全性，同时减少了对微调的依赖。