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cs.AI2026
BDI-Kit Demo: A Toolkit for Programmable and Conversational Data Harmonization
Roque Lopez, Yurong Liu, Christos Koutras +1
Data harmonization remains a major bottleneck for integrative analysis due to heterogeneity in schemas, value representations, and domain-specific conventions. BDI-Kit provides an…
cs.AI2025
Interactive Data Harmonization with LLM Agents: Opportunities and Challenges
Aécio Santos, Eduardo H. M. Pena, Roque Lopez +1
Data harmonization is an essential task that entails integrating datasets from diverse sources. Despite years of research in this area, it remains a time-consuming and challenging…