|
--- |
|
license: mit |
|
task_categories: |
|
- text-classification |
|
language: en |
|
pretty_name: OpenAI Moderation API Validation Dataset |
|
--- |
|
|
|
# Evaluation dataset for the paper "A Holistic Approach to Undesired Content Detection" |
|
|
|
The evaluation dataset `data/samples-1680.jsonl.gz` is the test set used in [this paper](https://arxiv.org/abs/2208.03274). |
|
|
|
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. |
|
|
|
| Category | Label | Definition | |
|
| -------- | ----- | ---------- | |
|
| 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). | |
|
| hate | `H` | Content that expresses, incites, or promotes hate based on race, gender, ethnicity, religion, nationality, sexual orientation, disability status, or caste. | |
|
| violence | `V` | Content that promotes or glorifies violence or celebrates the suffering or humiliation of others. | |
|
| harassment | `HR` | Content that may be used to torment or annoy individuals in real life, or make harassment more likely to occur. | |
|
| self-harm | `SH` | Content that promotes, encourages, or depicts acts of self-harm, such as suicide, cutting, and eating disorders. | |
|
| sexual/minors | `S3` | Sexual content that includes an individual who is under 18 years old. | |
|
| hate/threatening | `H2` | Hateful content that also includes violence or serious harm towards the targeted group. | |
|
| violence/graphic | `V2` | Violent content that depicts death, violence, or serious physical injury in extreme graphic detail. | |
|
|
|
|
|
Parsed from the GitHub repo: https://github.com/openai/moderation-api-release |
