Update README.md

README.md

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----
-configs:
-  - config_name: generation
-    data_files:
-      - split: validation
-        path: NQOpen.csv
-  - config_name: multiple_choice
-    data_files:
-      - split: validation
-        path: NQOpen_cm.csv
----
- 
+# NQOpen Reformatted Dataset
+
+This dataset is a reformatted version of **NQOpen** [Natural Questions (NQOpen)](https://aclanthology.org/Q19-1026.pdf), aligned with the **TruthfulQA** structure for both generation and multiple-choice tasks.
+
+**Format:**  
+- **Generation:** Questions with corresponding answers.  
+- **Multiple-Choice:** Questions with multiple options, including the correct answer.
+ 
+- **Research Use:** Used in *Distributional Surgery for Language Model Activations* ([arXiv:2501.15758](https://arxiv.org/abs/2501.15758))