cs.DB · 2026-07-21 · No. 60

Databases, 2026-07-21.

1 new papers in cs.DB. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    Natural Language Access to Domain-Specific Metadata: A Reusable Framework for LLM Query Generation

    Blake G. Fitch, Cato Elia Kurtz

    cs.DB · cs.AI

    Researchers need to answer ad-hoc questions about the contents of domain-specific archives but often lack the expertise to write structured queries on the metadata. We show that when domain vocabulary and semantics are captured in a well-designed Web Ontology Language (OWL) ontology, Large Language Models (LLMs) can generate accurate structured queries zero-shot, without fine-tuning, retrieval augmentation, or multi-agent orchestration. We...

    arxiv.org/abs/2607.18029 · PDF

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