Topic
data visualization
Software #datamagic#tabular data
DataMagic System Transforms Raw Tabular Data into Narrative Data-Insight Videos
DataMagic, an interactive system, transforms raw tabular data and natural language queries into narrative data-insight videos. It uses DVSpec to bind visuals to data fields and a Generate-then-Orchestrate architecture to optimize narrative coherence. Evaluated on 109 real-world samples, the system enables explorable interactive data interfaces.
Jul 8, 2026 1 source
Software #direct-corpus-interaction#dynamic-workspace-expansion
Dr-DCI: New Framework Combines Retrieval and Direct Corpus Interaction for Scalable Enterprise Search
A new research paper introduces Dr-DCI, a retriever-steered framework that scales direct corpus interaction by dynamically expanding a local workspace. Experiments show accuracy improvements up to 8.3 points over raw DCI, with stable performance from 100K to 10M documents.
Jun 16, 2026 1 source