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@@ -55,10 +55,11 @@ Please check the license of each subset in our curated dataset ECInstruct.
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  ## Citation
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  ```bibtex
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- @article{ling2025ecommmmu,
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- title={EcomMMMU: Strategic Utilization of Visuals for Robust Multimodal E-Commerce Models},
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  author={Ling, Xinyi and Du, Hanwen and Zhu, Zhihui and Ning, Xia},
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- journal={arXiv preprint arXiv:2508.15721},
 
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  year={2025}
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  }
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  ```
 
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  ## Citation
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  ```bibtex
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+ @inproceedings{ling2025ecommmmu,
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+ title={EcomMMMU: Strategic Utilization of Visuals for Robust Multimodal E-commerce Models},
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  author={Ling, Xinyi and Du, Hanwen and Zhu, Zhihui and Ning, Xia},
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+ booktitle={Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics},
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+ pages={769--790},
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  year={2025}
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  }
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  ```