DataVisT5: A Pre-trained Language Model for Jointly Understanding Text and Data Visualization

Data visualization (DV) is the fundamental and premise tool to improve the efficiency in conveying the insights behind the big data, which has been widely accepted in existing data-driven world. Task automation in DV, such as converting natural language queries to visualizations (i.e., text-to-vis),...

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Veröffentlicht in:	arXiv.org 2024-11
Hauptverfasser:	Wan, Zhuoyue, Song, Yuanfeng, Li, Shuaimin, Chen Jason Zhang, Wong, Raymond Chi-Wing
Format:	Artikel
Sprache:	eng
Schlagworte:	Big Data Datasets Free form Natural language processing Scientific visualization Semantics State-of-the-art reviews Visualization
Online-Zugang:	Volltext
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