Update README.md

README.md

@@ -1,19 +1,19 @@
----
-license: apache-2.0
-language:
-- en
-- zh
-base_model:
-- Qwen/Qwen3-Embedding-8B
-tags:
-- embedding
-- retriever
-- RAG
----
+---
+license: apache-2.0
+language:
+- en
+- zh
+base_model:
+- Qwen/Qwen3-Embedding-8B
+tags:
+- embedding
+- retriever
+- RAG
+---
 
 # Mindscape-Aware RAG (MiA-RAG)
 
-[![Paper](https://img.shields.io/badge/Paper-arXiv%3A2502.14854-red)](http://arxiv.org/abs/2502.14854)
+[![Paper](https://img.shields.io/badge/Paper-arXiv%3A2502.14854-red)](https://arxiv.org/pdf/2512.17220)
 [![Model](https://img.shields.io/badge/HuggingFace-MiA--Emb--8B-yellow)](https://huggingface.co/MindscapeRAG/MiA-Emb-8B)
 
 This repository provides the inference implementation for **MiA-Emb (Mindscape-Aware Embedding)**, the retriever component in the **MiA-RAG** framework.