Presents OpenRoundup, a client-only browser system for multi-table consolidation via eager assembly and Stack/Pack operations, evaluated by replicating 17 journalist workflows and a deployment study with four professionals.
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BDIViz is a visual analytics system that uses an ensemble of matching algorithms plus LLM validation and interactive heatmaps to improve accuracy and reduce time in biomedical schema matching.
RACT is a retrieval-augmented self-supervised method that improves multi-table schema matching precision and completeness by up to 70% by probabilistically retrieving relevant tables to limit column candidate search space.
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OpenRoundup: Multi-Table Data Wrangling Through Interactive Visualization
Presents OpenRoundup, a client-only browser system for multi-table consolidation via eager assembly and Stack/Pack operations, evaluated by replicating 17 journalist workflows and a deployment study with four professionals.
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BDIViz: An Interactive Visualization System for Biomedical Schema Matching with LLM-Powered Validation
BDIViz is a visual analytics system that uses an ensemble of matching algorithms plus LLM validation and interactive heatmaps to improve accuracy and reduce time in biomedical schema matching.