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@@ -5940,6 +5940,26 @@ On the other hand, there is no need to add instructions to the document side.
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  Different versions of `transformers` and `pytorch` could cause negligible but non-zero performance differences.
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  ## Limitations
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  Using this model for inputs longer than 4096 tokens is not recommended.
 
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  Different versions of `transformers` and `pytorch` could cause negligible but non-zero performance differences.
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+ ## Citation
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+
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+ If you find our paper or models helpful, please consider cite as follows:
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+
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+ ```bibtex
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+ @article{wang2023improving,
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+ title={Improving Text Embeddings with Large Language Models},
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+ author={Wang, Liang and Yang, Nan and Huang, Xiaolong and Yang, Linjun and Majumder, Rangan and Wei, Furu},
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+ journal={arXiv preprint arXiv:2401.00368},
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+ year={2023}
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+ }
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+
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+ @article{wang2022text,
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+ title={Text Embeddings by Weakly-Supervised Contrastive Pre-training},
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+ author={Wang, Liang and Yang, Nan and Huang, Xiaolong and Jiao, Binxing and Yang, Linjun and Jiang, Daxin and Majumder, Rangan and Wei, Furu},
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+ journal={arXiv preprint arXiv:2212.03533},
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+ year={2022}
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+ }
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+ ```
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+
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  ## Limitations
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  Using this model for inputs longer than 4096 tokens is not recommended.