Update README.md

README.md

@@ -10,9 +10,20 @@ task_categories:
 - text-generation
 ---
 
+## 🔗 This dataset is part of the study:  
+**_K-Paths: Reasoning over Graph Paths for Drug Repurposing and Drug Interaction Prediction_**
+
+- 📖 [Read the Paper](https://arxiv.org/abs/2502.13344)
+- 💾 [GitHub Repository](https://github.com/rsinghlab/K-Paths)
+
+
 # DDInter: Inductive Reasoning Dataset
 
-DDInter provides drug–drug interaction (DDI) data labeled with three severity levels (`Major`, `Moderate`, `Minor`). Each example includes drug descriptions, an interaction label, and multi-hop paths extracted from a biomedical knowledge graph (Hetionet).
+DDInter provides drug–drug interaction (DDI) data labeled with three severity levels (`Major`, `Moderate`, `Minor`). 
+Each entry includes two drugs, an interaction label, drug descriptions, and structured/natural language representations of multi-hop reasoning paths between them.
+The multi-hop paths were extracted from a biomedical knowledge graph (Hetionet) using K-Paths.
+
+
 
 ## 💡 Columns