ZooProbe: A Data Engine for Evaluating, Exploring, and Evolving Large-scale Training Data for Multimodal LLMs

Yi-Kai Zhang, Shiyin Lu, Qing-Guo Chen, De-Chuan Zhan, Han-Jia Ye
2/12/2026

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@article{zhang2026zooprobe,
  title  = {ZooProbe: A Data Engine for Evaluating, Exploring, and Evolving Large-scale Training Data for Multimodal LLMs},
  author = {Yi-Kai Zhang and Shiyin Lu and Qing-Guo Chen and De-Chuan Zhan and Han-Jia Ye},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:7c27941cb30cb4302574c59b8362ded514ffadf3},
  journal = {ICLR 2025 2025}
}

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