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@@ -95,13 +95,14 @@ print(f"First 5 elements of the vector: {embedding_vector[:5]}")
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  If you use this dataset in your research, please cite:
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  ```bibtex
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- @misc{al-gr-item-emb,
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- author = {[Your Name or Team Name]},
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- title = {AL-GR/Item-EMB: Multi-modal Item Embeddings},
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- year = {[Year]},
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- publisher = {Hugging Face},
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- journal = {Hugging Face repository},
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- howpublished = {\url{https://huggingface.co/datasets/AL-GR/Item-EMB}},
 
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  }
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  ```
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  If you use this dataset in your research, please cite:
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  ```bibtex
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+ @misc{fu2025forgeformingsemanticidentifiers,
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+ title={FORGE: Forming Semantic Identifiers for Generative Retrieval in Industrial Datasets},
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+ author={Kairui Fu and Tao Zhang and Shuwen Xiao and Ziyang Wang and Xinming Zhang and Chenchi Zhang and Yuliang Yan and Junjun Zheng and Yu Li and Zhihong Chen and Jian Wu and Xiangheng Kong and Shengyu Zhang and Kun Kuang and Yuning Jiang and Bo Zheng},
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+ year={2025},
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+ eprint={2509.20904},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.IR},
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+ url={https://arxiv.org/abs/2509.20904},
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  }
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  ```
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