Update Readme

README.md

@@ -11,9 +11,20 @@ size_categories:
 
 The **StakcMIAsub** dataset serves as a benchmark for membership inference attack (MIA) topic. **StackMIAsub** is build based on the [Stack Exchange](https://archive.org/details/stackexchange) corpus, which is widely used for pre-training. See our paper (to-be-released) for detailed description.
 
+## Data format
+
+**StakcMIAsub** is formatted as a `jsonlines` file in the following manner:
+
+```json
+{"snippet": "SNIPPET1", "label": 1 or 0}
+{"snippet": "SNIPPET2", "label": 1 or 0}
+...
+```
+- 📌 *label 1* denotes to members, while *label 0* denotes to non-members.
+
 ## Applicability
 
-Our dataset supports most white- and black-box models, which are released before May 2024 and pretrained with Stack Exchange corpus:
+Our dataset supports most white- and black-box models, which are <span style="color:red;">released before May 2024 and pretrained with Stack Exchange corpus</span> :
 
 - **Black-box OpenAI models:**
     - *text-davinci-001*
@@ -26,7 +37,7 @@ Our dataset supports most white- and black-box models, which are released before
     - *GPT-J*
     - *OPT*
     - *StableLM*
-    - Falcon*
+    - *Falcon*
     - *...*
 
 ## Related repo