update readme

README.md

@@ -25,12 +25,21 @@ configs:
     - seemingly_relevant.csv
 license: cc-by-sa-4.0
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+# RAGE - Retrieval Augmented Generation Evaluation
 
+## TL;DR
+RAGE is a tool for evaluating how well Large Language Models (LLMs) cite relevant sources in Retrieval Augmented Generation (RAG) tasks.
+
+## More Details
+For more information, please refer to our GitHub page:  
+[https://github.com/othr-nlp/rage_toolkit](https://github.com/othr-nlp/rage_toolkit)
+
+## References
 This dataset is based on the BeIR version of the Natural Questions dataset.
 
-BeIR:
-- Paper: https://doi.org/10.48550/arXiv.2104.08663    
+- **BeIR**:  
+  - [Paper: https://doi.org/10.48550/arXiv.2104.08663](https://doi.org/10.48550/arXiv.2104.08663)
 
-Natural Questions:
-- Website: https://ai.google.com/research/NaturalQuestions
-- Paper: https://doi.org/10.1162/tacl_a_00276  
+- **Natural Questions**:  
+  - [Website: https://ai.google.com/research/NaturalQuestions](https://ai.google.com/research/NaturalQuestions)  
+  - [Paper: https://doi.org/10.1162/tacl_a_00276](https://doi.org/10.1162/tacl_a_00276)