DiagramBank is a large-scale curated dataset of 89,422 schematic diagrams from scientific papers with rich metadata to support multimodal retrieval and exemplar-driven figure generation.
ISBN 978-1-68558- 244-9
2 Pith papers cite this work. Polarity classification is still indexing.
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Large language models generate acceptable ER diagrams from simple requirements but show declining reliability, inconsistencies, and constraint failures as scenario complexity increases.
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DiagramBank: A Large-scale Dataset of Diagram Design Exemplars with Paper Metadata for Retrieval-Augmented Generation
DiagramBank is a large-scale curated dataset of 89,422 schematic diagrams from scientific papers with rich metadata to support multimodal retrieval and exemplar-driven figure generation.
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On the Limitations of Large Language Models for Conceptual Database Modeling
Large language models generate acceptable ER diagrams from simple requirements but show declining reliability, inconsistencies, and constraint failures as scenario complexity increases.