Update README.md

README.md

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 ---
+arxiv: 2304.00409
 dataset_info:
   features:
   - name: func
@@ -29,3 +30,15 @@ configs:
   - split: test
     path: data/test-*
 ---
+
+
+# DiverseVul: A New Vulnerable Source Code Dataset for Deep Learning Based Vulnerability Detection
+This is an **unofficial** HuggingFace upload of the DiverseVul dataset from "[DiverseVul: A New Vulnerable Source Code Dataset for Deep Learning Based Vulnerability Detection](https://dl.acm.org/doi/10.1145/3607199.3607242)". "Test" splits have all labels as -1 as they are not provided.
+
+Usage:
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("claudios/DiverseVul")
+```
+***