Research Article: Zero-Shot Data Quality Rules via LLM Program Synthesis
Abstract
We synthesize executable data quality rules from natural language specs with an LLM-based planner and verifier, cutting rule authoring time by 61% across 320 specs.
Cite this article
Parker, W. & Sarkar, N. (2025). Research Article: Zero-Shot Data Quality Rules via LLM Program Synthesis. Research Explorations in Global Knowledge & Technology (REGKT), 3 (8). Retrieved from https://regkt.com/article.php?id=146&slug=zero-shot-data-quality-rules-via-llm-program-synthesis