README.md

---
license: mit
language:
- en
task_categories:
- text-classification
tags:
- nlp
- anomaly-detection
---
# NLP-ADBench: NLP Anomaly Detection Benchmark

### Links
Paper: https://arxiv.org/abs/2412.04784

Repository: https://github.com/USC-FORTIS/NLP-ADBench


### Citation
If you use NLP-ADBench in your research, please cite our paper:
```
@misc{li2025nlpadbenchnlpanomalydetection,
      title={NLP-ADBench: NLP Anomaly Detection Benchmark}, 
      author={Yuangang Li and Jiaqi Li and Zhuo Xiao and Tiankai Yang and Yi Nian and Xiyang Hu and Yue Zhao},
      year={2025},
      eprint={2412.04784},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2412.04784}, 
}
```