Update README.md

README.md

@@ -5,4 +5,6 @@ license: apache-2.0
 PhyscisQA dataset comprises 370 carefully selected high school physics questions sourced from online resources. These
 questions are notably complex, often requiring the application of multiple concepts, intricate computations, and multihop reasoning. Each question is paired
 with a comprehensive, step-by-step solution, to support the evaluation of LLMs for physics reasoning.PhysicsQA offers a more robust evaluation
-and analysis of LLM performance by encompassing a diverse range of questions, both in terms of complexity and the topics covered.
+and analysis of LLM performance by encompassing a diverse range of questions, both in terms of complexity and the topics covered.
+
+Paper: [Improving Physics Reasoning in Large Language Models Using Mixture of Refinement Agents](https://arxiv.org/abs/2412.00821) [AAAI 2026 TrustAgent]