Beyond Relevance: Utility-Centric Retrieval in the LLM Era

Documenti analoghi

• An Iterative Utility Judgment Framework Inspired by Philosophical Relevance via LLMs
  di: Zhang, Hengran, et al.
  Pubblicazione: (2024)
• A Comparative Study of Specialized LLMs as Dense Retrievers
  di: Zhang, Hengran, et al.
  Pubblicazione: (2025)
• Utility-Focused LLM Annotation for Retrieval and Retrieval-Augmented Generation
  di: Zhang, Hengran, et al.
  Pubblicazione: (2025)
• Distilling a Small Utility-Based Passage Selector to Enhance Retrieval-Augmented Generation
  di: Zhang, Hengran, et al.
  Pubblicazione: (2025)
• LLM-Specific Utility: A New Perspective for Retrieval-Augmented Generation
  di: Zhang, Hengran, et al.
  Pubblicazione: (2025)