Update README.md

README.md

@@ -6,7 +6,7 @@ tags:
   - biology
   - mass-spectrometry
   - proteomics
-  - de-novo-sequencing
+  - de-novo-peptide-sequencing
 size_categories:
   - 1M<n<10M
 configs:
@@ -69,9 +69,8 @@ dataset_info:
 
 ## Overview
 
-Peptide-spectrum match (PSM) data assembled from 18 public PRIDE proteomics projects, partitioned by sequence identity into train, validation, and test splits for de novo peptide sequencing benchmarks. **This dataset was used to train [InstaNovo](https://doi.org/10.1038/s42256-025-01019-5)** (Eloff, Kalogeropoulos et al., *Nature Machine Intelligence*, 2025).
-
-Curated by Jeroen Van Goey (j.vangoey@instadeep.com).
+Data assembled from 18 public PRIDE proteomics projects, partitioned into train, validation, and test splits.
+This dataset was part of the training data for the _de novo_ peptide sequencing model [InstaNovo](https://github.com/instadeepai/instanovo) ([Eloff, Kalogeropoulos et al., *Nature Machine Intelligence*, 2025](https://doi.org/10.1038/s42256-025-01019-5)).
 
 ## Dataset Details
 
@@ -79,7 +78,6 @@ Curated by Jeroen Van Goey (j.vangoey@instadeep.com).
 
 - **Total rows**: 8,289,063
 - **PRIDE projects**: 18
-- **Splitting**: identity-based, no peptide overlap between splits
 
 ### Structure
 
@@ -141,7 +139,9 @@ Per-PRIDE-project breakdown with original publications:
 
 ## Acknowledgements
 
-> Big thanks to Pathmanaban Ramasamy, Tine Claeys, and Lennart Martens of the CompOmics research group for providing us with this training data.
+This HuggingFace dataset was created by Jeroen Van Goey (InstaDeep).
+
+Big thanks to Pathmanaban Ramasamy, Tine Claeys, and Lennart Martens of the [CompOmics research group](https://www.compomics.com/) for providing us with this training data.
 
 ## Citation