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@@ -50,11 +50,13 @@ An strong assumption made by this metric is that ground truth labels exist, are
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  Please refer to Sec. 5.3 "Limitations of Bias Amplification" of ["Directional Bias Amplification"](https://arxiv.org/abs/2102.12594) for a more detailed discussion.
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  ## Citation(s)
 
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  @inproceedings{wang2021biasamp,
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  author = {Angelina Wang and Olga Russakovsky},
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  title = {Directional Bias Amplification},
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  booktitle = {International Conference on Machine Learning (ICML)},
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  year = {2021}
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  }
 
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  ## Further References
 
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  Please refer to Sec. 5.3 "Limitations of Bias Amplification" of ["Directional Bias Amplification"](https://arxiv.org/abs/2102.12594) for a more detailed discussion.
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  ## Citation(s)
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+ ```
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  @inproceedings{wang2021biasamp,
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  author = {Angelina Wang and Olga Russakovsky},
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  title = {Directional Bias Amplification},
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  booktitle = {International Conference on Machine Learning (ICML)},
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  year = {2021}
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  }
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+ ```
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  ## Further References