no code implementations • 11 May 2024 • Yifan Wu, Lutao Yan, Yuyu Luo, Yunhai Wang, Nan Tang
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%.
no code implementations • 28 Apr 2024 • Yilin Ye, Jianing Hao, Yihan Hou, Zhan Wang, Shishi Xiao, Yuyu Luo, Wei Zeng
From a technical perspective, this paper looks back on previous visualization studies leveraging GenAI and discusses the challenges and opportunities for future research.
no code implementations • 6 Jul 2023 • Nan Tang, Chenyu Yang, Ju Fan, Lei Cao, Yuyu Luo, Alon Halevy
We propose that verifying the outputs of generative AI from a data management perspective is an emerging issue for generative AI.
no code implementations • 24 Dec 2021 • Yuyu Luo, Jiawei Tang, Guoliang Li
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.