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@@ -79,10 +79,10 @@ The corpus is based on the dataset introduced by Pang and Lee (2005) and consist
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  ## Dataset Structure
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- The modifications carried out in the dataset are thought to evaluate cognitive biases in a few-shot setting and with different task complexities.
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  We make use of 25,000 instances from the original dataset, while the remaining ones serve as few-shot examples.
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  Each instance is prompted with all possible unbalanced 4-shot distributions.
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- We also increase task complexity by introducing an additional neutral example between the first and last two examples.
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  **Dataset Fields**
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  - `idx`: original sentence id, in the format `<original_partition>_<original_id>`.
 
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  ## Dataset Structure
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+ The modifications carried out in the dataset are thought to evaluate cognitive biases in a few-shot setting and with two different task complexities.
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  We make use of 25,000 instances from the original dataset, while the remaining ones serve as few-shot examples.
84
  Each instance is prompted with all possible unbalanced 4-shot distributions.
85
+ We increase task complexity by introducing an additional neutral example between the first and last two examples.
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  **Dataset Fields**
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  - `idx`: original sentence id, in the format `<original_partition>_<original_id>`.