3 papers
cs.HC2024
VisAnatomy: An SVG Chart Corpus with Fine-Grained Semantic Labels
Chen Chen, Hannah K. Bako, Peihong Yu +10
Chart corpora, which comprise data visualizations and their semantic labels, are crucial for advancing visualization research. However, the labels in most existing corpora are high…
cs.AI2024
Evaluating the Semantic Profiling Abilities of LLMs for Natural Language Utterances in Data Visualization
Hannah K. Bako, Arshnoor Bhutani, Xinyi Liu +2
Automatically generating data visualizations in response to human utterances on datasets necessitates a deep semantic understanding of the data utterance, including implicit and ex…
cs.HC2024
How do Observable Users Decompose D3 Code? A Qualitative Study
Melissa Lin, Heer Patel, Medina Lamkin +2
Many toolkit developers seek to streamline the visualization programming process through structured support such as prescribed templates and example galleries. However, few project…