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@@ -45,10 +45,9 @@ It achieves the following results on the evaluation set:
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  ## Model description
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  This model implements a novel approach to classifying climate change skepticism arguments
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- by utilizing Large Language Models (LLMs) for synthetic data. The base architecture uses ModernBERT with
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- only synthetic data used for training. The model achieves exceptional performance with an accuracy of 99.45% on the validation dataset which is therefore the [QuotaClimat](QuotaClimat/frugalaichallenge-text-train) dataset.
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- The model categorizes text into the following skepticism types:
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  - `label`: Following categories:
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  - `0_not_relevant`: No relevant claim detected or claims that don't fit other categories
 
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  ## Model description
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  This model implements a novel approach to classifying climate change skepticism arguments
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+ by using only synthetic data. The base architecture uses ModernBERT with an accuracy of 99.45% on the validation dataset which is the entire [QuotaClimat](QuotaClimat/frugalaichallenge-text-train) dataset.
 
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+ The model categorizes text into the following climate change denial types:
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  - `label`: Following categories:
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  - `0_not_relevant`: No relevant claim detected or claims that don't fit other categories