Add pipeline tag and link to code

README.md

@@ -1,9 +1,10 @@
 ---
-license: mit
-datasets:
-- roman-bushuiev/MassSpecGym
 base_model:
 - Derify/ChemBERTa_augmented_pubchem_13m
+datasets:
+- roman-bushuiev/MassSpecGym
+license: mit
+pipeline_tag: feature-extraction
 tags:
 - chemistry
 - biology
@@ -11,11 +12,11 @@ tags:
 
 # SpecBridge Adapter Weights (MSGYM / MSnLib / Spectraverse)
 
-This Hugging Face repository contains **SpecBridge adapter checkpoints only** (weights for three benchmark datasets).  
-Each checkpoint is trained for **spectra → molecule retrieval** by aligning a DreaMS-conditioned spectrum representation to a frozen molecular embedding space (ChemBERTa), as described in the paper below.
+This repository contains the SpecBridge adapter checkpoints introduced in the paper [SpecBridge: Bridging Mass Spectrometry and Molecular Representations via Cross-Modal Alignment](https://huggingface.co/papers/2601.17204).
 
-**Paper (arXiv):** https://arxiv.org/abs/2601.17204  
-**DOI:** https://doi.org/10.48550/arXiv.2601.17204
+Each checkpoint is trained for **spectra → molecule retrieval** by aligning a DreaMS-conditioned spectrum representation to a frozen molecular embedding space (ChemBERTa), as described in the paper.
+
+**Code:** [https://github.com/HassounLab/SpecBridge](https://github.com/HassounLab/SpecBridge)
 
 ---
 
@@ -67,4 +68,4 @@ If you use these weights, please cite:
   doi           = {10.48550/arXiv.2601.17204},
   url           = {https://arxiv.org/abs/2601.17204}
 }
-```
+```