Update README.md

README.md

@@ -20,7 +20,7 @@ of one, format, style, structure, length, negative constraints, spelling, and in
 
 See paper for full details: 
 
-AdvancedIF: Rubric-Based Benchmarking and Reinforcement Learning for Advancing LLM Instruction Following [https://arxiv.org/abs/2511.10507]
+[AdvancedIF: Rubric-Based Benchmarking and Reinforcement Learning for Advancing LLM Instruction Following](https://arxiv.org/abs/2511.10507)
 
 
 ### Evaluation Script