DATAI2024

Guangzhou, CN

Workshop Schedule

Time Topic Author
09:00-09:30 The Story of Dataprep.ai Jiannan Wang
09:30-09:45 Addressing Data Management Challenges for Interoperable Data Science Ilin Tolovski, Tilmann Rabl
09:45-10:00 Missing Value Imputation via Pre-trained Language Models with Trainable Prompt and Retrieval Augmentation Xiang Huang, Shuang Hao
10:00-10:10 Coffee Break
10:10-10:40 Accelerating Storage with Polar-Stack on Baidu AI Cloud Li Shuo
10:40-10:55 LLM-assisted Labeling Function Generation for Semantic Type Detection Chenjie Li, Dan Zhang, Jin Wang
10:55-11:10 Approximate Functional Dependencies Discovery Using Markov Blanket Jinqi Liu, Anzhen Zhang, Jiajia Li, Na Guo, Jing Zhang

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