task_categories:text2text-generation task_categories:token-classification size_categories:10K<n<100K language:en license:cc-by-nc-sa-4.0 hate speech intent classification slot filling abuse detection toxicity region:us
---
license: cc-by-nc-sa-4.0
task_categories:
- text2text-generation
- token-classification
language:
- en
tags:
- hate speech
- intent classification
- slot filling
- abuse detection
- toxicity
pretty_name: PLEAD
size_categories:
- 10K<n<100K
---
# PLEAD
This is the official dataset from the [Explainable Abuse Detection as Intent Classification and Slot Filling](https://direct.mit.edu/tacl/article/doi/10.1162/tacl_a_00527/114369/Explainable-Abuse-Detection-as-Intent) project.

## Reference
If you use our dataset, please cite our paper:
```
@article{calabrese-etal-2022-plead,
  author    = {Agostina Calabrese and
               Bj{\"{o}}rn Ross and
               Mirella Lapata},
  title     = {Explainable Abuse Detection as Intent Classification and Slot Filling},
  journal   = {Transactions of the Association for Computational Linguistics},
  year      = {2022}
}
```