Update README.md

README.md

@@ -299,6 +299,11 @@ configs:
   - split: test
     path: vietnamese/test-*
 ---
-# Dataset Card for "m3exam"
 
-[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+# M3Exam: A Multilingual 🌏, Multimodal 🖼, Multilevel 📈 Benchmark for LLMs
+
+This is the repository for [M3Exam: A Multilingual, Multimodal, Multilevel Benchmark for Examining Large Language Models](https://arxiv.org/abs/2306.05179/).
+
+TL;DR: We introduce M3Exam, a novel benchmark sourced from real and official human exam questions for evaluating LLMs in a multilingual, multimodal, and multilevel context.
+
+![image](https://github.com/DAMO-NLP-SG/M3Exam/blob/main/images/m3exam-examples.jpg?raw=true)