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  1. README.md +2 -3
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  - [Risks, Limitations and Biases](#risks-limitations-and-biases)
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  - [Training](#training)
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  - [Evaluation](#evaluation)
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- - [Technical Specifications](#technical-specifications)
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  - [Citation Information](#citation-information)
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  ## Model Details
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  ## Evaluation
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- The mode authors detail the Hidden layer size and attention for the HateXplain fien tuned models in the [associated paper](https://arxiv.org/pdf/2012.10289.pdf)
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  #### Results
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- The model authors both in their paper and in the git repository provide the illustrative output of the BERT - HateXplain in comparison to BERT and and other HateXplain fine tuned ![models]( https://github.com/hate-alert/HateXplain/blob/master/Figures/bias-subgroup.pdf)
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  ## Citation Information
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  - [Risks, Limitations and Biases](#risks-limitations-and-biases)
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  - [Training](#training)
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  - [Evaluation](#evaluation)
 
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  - [Citation Information](#citation-information)
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  ## Model Details
 
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  ## Evaluation
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+ The mode authors detail the Hidden layer size and attention for the HateXplain fine-tuned models in the [associated paper](https://arxiv.org/pdf/2012.10289.pdf)
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  #### Results
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+ The model authors both in their paper and in the git repository provide the illustrative output of the BERT - HateXplain in comparison to BERT and and other HateXplain fine-tuned ![models]( https://github.com/hate-alert/HateXplain/blob/master/Figures/bias-subgroup.pdf)
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  ## Citation Information
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