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20232026
most citedSEED: Domain-Specific Data Curation With Large Language Models

8 citations · 13 across the 5 of their papers we have counts for

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cs.DB2026

ResQ: Realistic Performance-Aware Query Generation

Zhengle Wang, Yanfei Zhang, Chunwei Liu

Database research and development rely heavily on realistic user workloads for benchmarking, instance optimization, migration testing, and database tuning. However, acquiring real-…

cs.DB2026

Can LLMs Clean Up Your Mess? A Survey of Application-Ready Data Preparation with LLMs

Wei Zhou, Jun Zhou, Haoyu Wang +16

Data preparation aims to denoise raw datasets, uncover cross-dataset relationships, and extract valuable insights from them, which is essential for a wide range of data-centric app…