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@@ -70,6 +70,17 @@ python -m torch.distributed.launch --nproc_per_node=${num_gpus} \
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  If you find DeBERTa useful for your work, please cite the following paper:
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  ``` latex
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  @inproceedings{
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  he2021deberta,
@@ -79,4 +90,4 @@ booktitle={International Conference on Learning Representations},
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  year={2021},
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  url={https://openreview.net/forum?id=XPZIaotutsD}
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  }
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- ```
 
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  If you find DeBERTa useful for your work, please cite the following paper:
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+ ``` latex
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+ @misc{he2021debertav3,
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+ title={DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing},
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+ author={Pengcheng He and Jianfeng Gao and Weizhu Chen},
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+ year={2021},
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+ eprint={2111.09543},
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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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+
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  ``` latex
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  @inproceedings{
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  he2021deberta,
 
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  year={2021},
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  url={https://openreview.net/forum?id=XPZIaotutsD}
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  }
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+ ```