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--- |
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license: mit |
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task_categories: |
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- text-classification |
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language: en |
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pretty_name: OpenAI Moderation API Validation Dataset |
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--- |
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## Evaluation dataset for the paper "A Holistic Approach to Undesired Content Detection" |
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The evaluation dataset `data/samples-1680.jsonl.gz` is the test set used in [the following paper](https://arxiv.org/abs/2208.03274): |
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``` |
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@article{openai2022moderation, |
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title={A Holistic Approach to Undesired Content Detection}, |
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author={Todor Markov and Chong Zhang and Sandhini Agarwal and Tyna Eloundou and Teddy Lee and Steven Adler and Angela Jiang and Lilian Weng}, |
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journal={arXiv preprint arXiv:2208.03274}, |
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year={2022} |
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} |
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``` |
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Each line contains information about one sample in a JSON object and each sample is labeled according to our taxonomy. The category label is a binary flag, but if it does not include in the JSON, it means we do not know the label. |
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| Category | Label | Definition | |
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| -------- | ----- | ---------- | |
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| sexual | `S` | Content meant to arouse sexual excitement, such as the description of sexual activity, or that promotes sexual services (excluding sex education and wellness). | |
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| hate | `H` | Content that expresses, incites, or promotes hate based on race, gender, ethnicity, religion, nationality, sexual orientation, disability status, or caste. | |
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| violence | `V` | Content that promotes or glorifies violence or celebrates the suffering or humiliation of others. | |
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| harassment | `HR` | Content that may be used to torment or annoy individuals in real life, or make harassment more likely to occur. | |
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| self-harm | `SH` | Content that promotes, encourages, or depicts acts of self-harm, such as suicide, cutting, and eating disorders. | |
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| sexual/minors | `S3` | Sexual content that includes an individual who is under 18 years old. | |
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| hate/threatening | `H2` | Hateful content that also includes violence or serious harm towards the targeted group. | |
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| violence/graphic | `V2` | Violent content that depicts death, violence, or serious physical injury in extreme graphic detail. | |
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Parsed from the GitHub repo: https://github.com/openai/moderation-api-release |
