GRAVITY: A Framework for Personalized Text Generation via Profile-Grounded Synthetic Preferences

arXiv — cs.CLThursday, December 11, 2025 at 5:00:00 AM
  • GRAVITY, a new framework for personalized text generation, has been introduced to create synthetic, profile-grounded preference data that reflects users' interests, values, and personality traits. This framework integrates various demographic and psychological models to enhance the personalization of content generation, particularly in applications like book descriptions for Amazon users.
  • The development of GRAVITY signifies a shift towards reducing reliance on costly human feedback in AI systems, potentially allowing for more scalable and nuanced personalization in user interactions across diverse cultural contexts, including the USA, Brazil, Japan, and India.
— via World Pulse Now AI Editorial System

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