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@@ -13,12 +13,12 @@ The eCeLLM-S model is instruction-tuned from the large base models [Phi-2](https
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  ## Citation
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  ```bibtex
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- @misc{peng2024ecellm,
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- title={eCeLLM: Generalizing Large Language Models for E-commerce from Large-scale, High-quality Instruction Data},
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- author={Bo Peng and Xinyi Ling and Ziru Chen and Huan Sun and Xia Ning},
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- year={2024},
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- eprint={2402.08831},
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- archivePrefix={arXiv},
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- primaryClass={cs.CL}
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  }
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  ```
 
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  ## Citation
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  ```bibtex
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+ @inproceedings{
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+ peng2024ecellm,
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+ title={eCe{LLM}: Generalizing Large Language Models for E-commerce from Large-scale, High-quality Instruction Data},
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+ author={Bo Peng and Xinyi Ling and Ziru Chen and Huan Sun and Xia Ning},
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+ booktitle={Forty-first International Conference on Machine Learning},
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+ year={2024},
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+ url={https://openreview.net/forum?id=LWRI4uPG2X}
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  }
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  ```