Update README.md

README.md

@@ -17,4 +17,38 @@ annotations_creators:
 - expert-generated
 paperswithcode_id: mapeval-textual
 ---
-[MapEval](https://arxiv.org/abs/2501.00316)-Textual is created using [MapQaTor](https://arxiv.org/abs/2412.21015).
+
+
+# MapEval-Textual
+
+[MapEval](https://arxiv.org/abs/2501.00316)-Textual is created using [MapQaTor](https://arxiv.org/abs/2412.21015).
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+# Load dataset
+ds = load_dataset("MapEval/MapEval-Textual", name="benchmark")
+
+# Generate better prompts
+for item in ds["test"]:
+    # Start with a clear task description
+    prompt = (
+        "You are a highly intelligent assistant. "
+        "Based on the given context, answer the multiple-choice question by selecting the correct option.\n\n"
+        "Context:\n" + item["context"] + "\n\n"
+        "Question:\n" + item["question"] + "\n\n"
+        "Options:\n"
+    )
+    
+    # List the options more clearly
+    for i, option in enumerate(item["options"], start=1):
+        prompt += f"{i}. {option}\n"
+    
+    # Add a concluding sentence to encourage selection of the answer
+    prompt += "\nSelect the best option by choosing its number."
+
+    # Use the prompt as needed
+    print(prompt)  # Replace with your processing logic
+```