Datasets:
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This dataset is a modification of the original [SST-2](https://huggingface.co/datasets/stanfordnlp/sst2) dataset for LLM cognitive bias evaluation.
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- **Language(s):** English (
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## Dataset Structure
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- **idx**: original id in SST-2 dataset in the format
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- **sentence**: test sentence.
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- **few_shot_string**: 4-shot string with examples from the original training split.
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- **few_shot_hard_string**: 5-shot string with the same examples as in
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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 25k 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 wo examples (
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## Citation
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This dataset is a modification of the original [SST-2](https://huggingface.co/datasets/stanfordnlp/sst2) dataset for LLM cognitive bias evaluation.
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43 |
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+
- **Language(s):** English (`en`)
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## Dataset Structure
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+
- **idx**: original id in SST-2 dataset in the format `\<partition\>_\<id\>`.
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- **sentence**: test sentence.
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- **few_shot_string**: 4-shot string with examples from the original training split.
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+
- **few_shot_hard_string**: 5-shot string with the same examples as in `few_shot_string`, but with a neutral example inserted between the first and the last 2.
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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.
|
54 |
We make use of 25k instances from the original dataset, while the remaining ones serve as few-shot examples.
|
55 |
+
Each instance is prompted with all possible unbalanced 4-shot distributions (`few_shot_string`), i.e. balanced distributions are not considered.
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We also increase task complexity by introducing an additional neutral example between the first and last wo examples (`few_shot_hard_string`).
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## Citation
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