From Data to Insights: Exploring Program-of-Thoughts Prompting for Chart Summarization

In three linesPaper introduces Program-of-Thoughts prompting for chart summarization: VLMs generate Python programs to derive valid summary statistics instead of direct text. Proposes chart-to-dictionary auxiliary task. Results match existing methods on semantic and factual metrics.

Summary generated by Claude — human-verified