Automated Data Visualization from Natural Language via Large Language Models: An Exploratory Study

Authors

• 1. Yang Wu (Huazhong University of Science and Technology)
• 2. Yao Wan (Huazhong University of Science and Technology)
• 3. Hongyu Zhang (Chongqing University)
• 4. Yulei Sui (University of New South Wales)
• 5. Wucai Wei (Huazhong University of Science and Technology)
• 6. Wei Zhao (Huazhong University of Science and Technology)
• 7. Guandong Xu (University of Technology Sydney)
• 8. Hai Jin (Huazhong University of Science and Technology)

@inproceedings{wu_sigmod24,
        title = {{Automated Data Visualization from Natural Language via Large Language Models: An Exploratory Study}},
        author = {Wu, Yang and Wan, Yao and Zhang, Hongyu and Sui, Yulei and Wei, Wucai and Zhao, Wei and Xu, Guandong and Jin, Hai},
        series = {{SIGMOD} '24},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3654992},
        url = {https://dl.acm.org/doi/10.1145/3654992},
        year = {2024}
}

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