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@@ -46,7 +46,7 @@ Model Configuration and Methods:
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  * **Rank Encoder**: Introduces a Rank Encoder to account for transitive positive relationships. By considering positives
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  of positives as relevant to the anchor, it reranks the corpus using the Spearman metric and integrates Spearman
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  weights into the loss calculation for improved ranking.
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- * **Loss Function**: Cross Entropy Loss
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  ## Usage
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  * **Rank Encoder**: Introduces a Rank Encoder to account for transitive positive relationships. By considering positives
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  of positives as relevant to the anchor, it reranks the corpus using the Spearman metric and integrates Spearman
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  weights into the loss calculation for improved ranking.
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+ * **Loss Function**: Cross Entropy Loss (Sim Scores) + MSE Loss (Spearman Scores)
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  ## Usage
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