Update README.md

README.md

@@ -1,46 +1,33 @@
 ---
-license: apache-2.0
----
-
-
----
-
-## 📄 `README.md` for **DDInter**
-
-```markdown
----
 pretty_name: DDInter Inductive Reasoning
+license: apache-2.0
 annotations_creators:
 - no-annotation
 language:
 - en
 task_categories:
-- reasoning
-- relation-classification
-license: mit
+- question-answering
+- text-generation
 ---
 
-### Dataset Summary
-
-DDInter provides drug-drug interaction data labeled with three severity levels (e.g., 'Major','Moderate' and 'Minor').
-Each example includes descriptions for both drugs, interaction label, and multi-hop paths extracted from a biomedical knowledge graph (Hetionet).
+# DDInter: Inductive Reasoning Dataset
 
-This dataset supports research in biomedical relational inductive reasoning, DDI prediction, and path-based inference.
+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).
 
-### Columns
+## 💡 Columns
 
-| Column | Description |
-|--------|-------------|
-| `drug1_db`, `drug2_db` | DrugBank IDs |
-| `drug1_id`, `drug2_id` | Node IDs |
-| `drug_pair` | Optional pair ID |
-| `drug1_name`, `drug2_name` | Drug names |
-| `drug1_desc`, `drug2_desc` | Descriptions of each drug |
-| `label` | Interaction severity (e.g., Moderate) |
-| `label_idx` | Numeric label |
-| `all_paths`, `all_paths_str`, `path_str` | Paths from the knowledge graph |
+| Column              | Description                                      |
+|---------------------|--------------------------------------------------|
+| `drug1_db`, `drug2_db` | DrugBank IDs                                 |
+| `drug1_id`, `drug2_id` | Node IDs from the KG                         |
+| `drug_pair`         | Optional drug pair identifier                    |
+| `drug1_name`, `drug2_name` | Names of each drug                      |
+| `drug1_desc`, `drug2_desc` | Descriptions of each drug               |
+| `label`             | Interaction severity (e.g., `Moderate`)          |
+| `label_idx`         | Numeric version of the label                     |
+| `all_paths`, `all_paths_str`, `path_str` | KG paths for reasoning     |
 
-### Example
+## 📦 Example Record
 
 ```json
 {
@@ -50,4 +37,30 @@ This dataset supports research in biomedical relational inductive reasoning, DDI
   "path_str": "Mannitol (Compound) binds ABCB1 (Gene) and ABCG2 (Gene)..."
 }
 
-Use the pandas option to load the dataset
+## 📥 How to Load with pandas
+
+```python
+import pandas as pd
+
+splits = {
+    "train": "ddinter/train.json",
+    "test": "ddinter/test.json"
+}
+
+df = pd.read_json("hf://datasets/Tassy24/K-Paths-inductive-reasoning-ddinter/" + splits["train"], lines=True)
+
+
+
+---
+
+### 📜 **Citation (BibTeX)**
+```markdown
+## 📜 Citation
+
+```bibtex
+@article{abdullahi2025k,
+  title={K-Paths: Reasoning over Graph Paths for Drug Repurposing and Drug Interaction Prediction},
+  author={Abdullahi, Tassallah and Gemou, Ioanna and Nayak, Nihal V and Murtaza, Ghulam and Bach, Stephen H and Eickhoff, Carsten and Singh, Ritambhara},
+  journal={arXiv preprint arXiv:2502.13344},
+  year={2025}
+}