2 papers
cs.HC2025
NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks
Yuan Tian, Dazhen Deng, Sen Yang +5
Exploratory Data Analysis (EDA) is a routine task for data analysts, often conducted using flexible computational notebooks. During EDA, data workers process, visualize, and interp…
cs.HC2025
ChartGPT: Leveraging LLMs to Generate Charts from Abstract Natural Language
Yuan Tian, Weiwei Cui, Dazhen Deng +4
The use of natural language interfaces (NLIs) to create charts is becoming increasingly popular due to the intuitiveness of natural language interactions. One key challenge in this…