---
language:
- en
base_model: microsoft/deberta-v3-large
---
Social bias classification models (Multi-task learning and single-task fine-tuning) for the paper [Disentangling Dialect from Social Bias via Multitask Learning to Improve Fairness](https://aclanthology.org/2024.findings-acl.553/).

For details, please see the published paper and the [GitHub repository](https://github.com/webis-de/acl24-dialect-aware-bias-detection).

```
@inproceedings{spliethover-etal-2024-disentangling,
    title =      "Disentangling Dialect from Social Bias via Multitask Learning to Improve Fairness",
    author =     Splieth{\"o}ver, Maximilian and Menon, Sai Nikhil and Wachsmuth, Henning,
    booktitle =  "Findings of the Association for Computational Linguistics ACL 2024",
    month =      aug,
    year =       "2024",
    address =    "Bangkok, Thailand and virtual meeting",
    publisher =  "Association for Computational Linguistics",
    url =        "https://aclanthology.org/2024.findings-acl.553",
    pages =      "9294--9313",
}
```