3 papers
cs.CL2025
Chart Question Answering from Real-World Analytical Narratives
Maeve Hutchinson, Radu Jianu, Aidan Slingsby +2
We present a new dataset for chart question answering (CQA) constructed from visualization notebooks. The dataset features real-world, multi-view charts paired with natural languag…
cs.HC2025
Capturing Visualization Design Rationale
Maeve Hutchinson, Radu Jianu, Aidan Slingsby +2
Prior natural language datasets for data visualization have focused on tasks such as visualization literacy assessment, insight generation, and visualization generation from natura…
cs.HC2024
LLM-Assisted Visual Analytics: Opportunities and Challenges
Maeve Hutchinson, Radu Jianu, Aidan Slingsby +1
We explore the integration of large language models (LLMs) into visual analytics (VA) systems to transform their capabilities through intuitive natural language interactions. We su…