| --- |
| license: cc |
| language: |
| - en |
| tags: |
| - alignment |
| - personas |
| - personalization |
| pretty_name: PRISM-Filter |
| size_categories: |
| - 1K<n<10K |
| --- |
| |
| # Dataset Card for PERSONAS (Synthetic-Personas) |
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| <!-- Provide a quick summary of the dataset. --> |
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| This dataset is a restricted subset of PRISM, focusing primarily on a questions where different personas could possibly have different answers. This dataset is to be treated as a research artifact, and should be used in tandem with the rest of the PERSONA dataset. The full PERSONA dataset is available here: https://huggingface.co/datasets/SynthLabsAI/PERSONA |
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| ## Dataset Details |
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| ### Dataset Description |
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| The construction process for this dataset is outlined in the PERSONA (Prism Filter) dataset, but we'll copy it here for brevity. |
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| ### Dataset Sources |
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| As mentioned, the dataset is synthetically constructed. All prompts used can be found in the technical report. |
| We also have a working benchmark that leverages the results of the paper to perform a personification evaluation. |
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| - **Paper:** https://www.synthlabs.ai/research/persona |
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| ## Uses |
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| This dataset is intended to be used for personification research and data analysis into a wide spectrum of synthetic persona annotated preferences. |
| We showed in our paper that there is a strong correlation between the dataset we present here and real human preferences, |
| and as such we hope that this dataset can act as a surrogate into a number of more controversial human preferences. |
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| ## Dataset Structure |
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| This dataset follows a similar structure to the PRISM dataset -- every row is a different question found in the prism dataset. Answers are removed as they were not relevant to our study. |
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| ## Dataset Creation |
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| Please review our technical report for a thorough description of the dataset's construction. |
