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cs.DB2026
Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules
Wenxin Xu, Chen Jason Zhang, Xiaoyong Wei +4
Text-to-Visualization (Text-to-Vis) translates natural language queries into visualization query languages, enabling non-expert users to perform data analysis. However, most existi…
cs.DB2024
Prompt-Matcher: Leveraging Large Models to Reduce Uncertainty in Schema Matching Results
Longyu Feng, Huahang Li, Chen Jason Zhang
Schema matching is the process of identifying correspondences between the elements of two given schemata, essential for database management systems, data integration, and data ware…
cs.DB2024★ 19 cited
BoostER: Leveraging Large Language Models for Enhancing Entity Resolution
Huahang Li, Shuangyin Li, Fei Hao +3
Entity resolution, which involves identifying and merging records that refer to the same real-world entity, is a crucial task in areas like Web data integration. This importance is…