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README.md

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 # Dataset Card for SecurityEval
 
 
 This dataset is from the paper titled **SecurityEval Dataset: Mining Vulnerability Examples to Evaluate Machine Learning-Based Code Generation Techniques**. 
 The project is accepted for The first edition of the International Workshop on Mining Software Repositories Applications for Privacy and Security (MSR4P&S '22). 
-The paper describes the dataset for evaluating machine learning-based code generation output and application of the dataset to the code generation tools.
+The paper describes the dataset for evaluating machine learning-based code generation output and the application of the dataset to the code generation tools.
 
 
 
@@ -19,7 +21,7 @@ The paper describes the dataset for evaluating machine learning-based code gener
 - **Curated by:** Mohammed Latif Siddiq & Joanna C. S. Santos
 - **Language(s):** Python
 
-### Dataset Sources [optional]
+### Dataset Sources
 
 
 - **Repository:** https://github.com/s2e-lab/SecurityEval
@@ -35,7 +37,7 @@ https://s2e-lab.github.io/preprints/msr4ps22-preprint.pdf
 - dataset.jsonl: dataset file in jsonl format. Every line contains a JSON object with the following fields:
   - `ID`: unique identifier of the sample.
   - `Prompt`: Prompt for the code generation model.
-  - `Insecure_code`: code of the vulnerability example that may generate from the prompt.
+  - `Insecure_code`: code of the vulnerability example that may be generated from the prompt.
 
 
 ## Citation