Update README.md

README.md

@@ -2,4 +2,30 @@
 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}, 
+}
+```