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Found 4 papers, 0 papers with code
Evaluating Task-based Effectiveness of MLLMs on Charts
Thirdly, we propose a novel textual prompt strategy, named Chain-of-Charts, tailored for low-level analysis tasks, which boosts model performance by 24. 36%, resulting in an accuracy of 80. 49%.
Generative AI for Visualization: State of the Art and Future Directions
From a technical perspective, this paper looks back on previous visualization studies leveraging GenAI and discusses the challenges and opportunities for future research.
VerifAI: Verified Generative AI
We propose that verifying the outputs of generative AI from a data management perspective is an emerging issue for generative AI.
nvBench: A Large-Scale Synthesized Dataset for Cross-Domain Natural Language to Visualization Task
NL2VIS - which translates natural language (NL) queries to corresponding visualizations (VIS) - has attracted more and more attention both in commercial visualization vendors and academic researchers.
