Datasets:
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README.md
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- split: test
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path: data/test-*
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- split: test
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path: data/test-*
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---
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# Dataset Card for sst2_cognitive-bias
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<!-- Provide a quick summary of the dataset. -->
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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 (<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.
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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 (<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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[In Press]
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**BibTeX:**
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[In Press]
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