chore: add readme

README.md

@@ -55,4 +55,73 @@ language:
 - fr
 - en
 pretty_name: DrivingExamMCQA
----
+tags:
+- driving
+---
+
+
+# **DrivingExamMCQA**
+
+The **DrivingExamMCQA** dataset is a Multiple-Choice Question Answering (MCQA) collection based on *real driving exam questions*. It supports multilingual assessment across three languages: **Arabic (ar)**, **French (fr)**, and **English (en)** (with translations).
+
+---
+
+## **Overview**
+
+Each language includes two modalities:
+
+* **Image-supported questions** (`_img` splits):
+  Questions paired with an image (e.g., road signs, traffic scenarios).
+
+* **Text-only questions** (`_text` splits):
+  Standard multiple-choice questions without visual context.
+
+---
+
+## **Features**
+
+The dataset includes the following core features:
+
+| Feature Name | Data Type | Description                                                            |
+| ------------ | --------- | ---------------------------------------------------------------------- |
+| `prompt`     | string    | The driving exam question.                                             |
+| `choices`    | string    | The multiple-choice options provided for the prompt.                   |
+| `answer`     | string    | The correct answer to the question.                                    |
+| `image`      | image     | Associated image (present in `_img` splits; `null` in `_text` splits). |
+| `lang`       | string    | Language code (`ar`, `en`, or `fr`).                                   |
+
+---
+
+## **Splits Summary**
+
+The dataset includes six splits organized by language and modality:
+
+| Split Name | Language | Modality | # Examples |
+| ---------- | -------- | -------- | ---------- |
+| `ar_img`   | Arabic   | Image    | 101        |
+| `en_img`   | English  | Image    | 101        |
+| `fr_img`   | French   | Image    | 101        |
+| `ar_text`  | Arabic   | Text     | 212        |
+| `en_text`  | English  | Text     | 212        |
+| `fr_text`  | French   | Text     | 213        |
+
+---
+
+## **License**
+
+This dataset is distributed under the **CC-BY-4.0** license.
+
+---
+
+## **Citation**
+
+If you use this dataset, please cite using:
+
+```bibtex
+@misc{DrivingExamMCQA,
+  title={DrivingExamMCQA: A Multilingual Multimodal Dataset for Driving Exam Question Answering},
+  author={Eric Saikali},
+  year={2025},
+  url={https://huggingface.co/datasets/ESmike/driving_mcqa}
+}
+```