Add graph-ml task category and paper link

README.md

@@ -1,27 +1,29 @@
 ---
-license: cc-by-4.0
 language:
-  - en
-pretty_name: Lightning Network Gossip Channel Closure Dataset
+- en
+license: cc-by-4.0
 size_categories:
-  - 100K<n<1M
+- 100K<n<1M
+pretty_name: Lightning Network Gossip Channel Closure Dataset
+task_categories:
+- graph-ml
 tags:
-  - lightning-network
-  - bitcoin
-  - temporal-graph
-  - link-classification
+- lightning-network
+- bitcoin
+- temporal-graph
+- link-classification
 configs:
-  - config_name: default
-    data_files:
-      - split: full
-        path: tgbl-ln_edgelist.csv
+- config_name: default
+  data_files:
+  - split: full
+    path: tgbl-ln_edgelist.csv
 ---
 
 # Lightning Network Gossip — Channel Closure Dataset
 
 Daily snapshots of the Lightning Network (LN) collected from gossip messages
-between **2022-06-09** and **2024-10-14**. Used in the paper *Predicting
-Channel Closures in the Lightning Network with Machine Learning* (Antonelli
+between **2022-06-09** and **2024-10-14**. Used in the paper [Predicting
+Channel Closures in the Lightning Network with Machine Learning](https://huggingface.co/papers/2605.12759) (Antonelli
 et al., 2026, under review) and consumed by the
 [ln-channel-closure-prediction](https://github.com/AmbossTech/ln-channel-closure-prediction)
 codebase.
@@ -63,4 +65,4 @@ public by design.
 
 ## Citation
 
-A BibTeX entry will be added once the paper is published.
+A BibTeX entry will be added once the paper is published.