Update README.md

README.md

@@ -20,11 +20,7 @@ configs:
 
 # InterPro Entries
 
-This dataset contains a viewer-friendly Parquet table derived from the InterPro current release files in this repository. Each row is one InterPro entry from `current_release/interpro.xml.gz`.
-
-The original source release files remain in the repository. The default `datasets` configuration uses the normalized Parquet files under `data/` so that the Hugging Face Dataset Viewer and `load_dataset()` can read the entries directly.
-
-Large release artifacts such as `current_release/match_complete.xml.gz`, `current_release/protein2ipr.dat.gz`, and `current_release/sites.xml.gz` are preserved as source files but are not loaded by the default table.
+InterPro integrates protein family, domain, repeat, and functional-site signatures from multiple member databases to classify and annotate protein sequences.
 
 ## Splits
 
@@ -193,6 +189,17 @@ print(database_info)
 | `short_names_dat_name` | Short name from `short_names.dat`. |
 | `split_bucket` | Deterministic split bucket from `sha256(interpro_id) % 10`. |
 
-## Preparation
+# Citation
 
-The normalization script used to create the Parquet files is included at `scripts/prepare_interpro_dataset.py`.
+```
+@article{paysanlafosse2023interpro,
+  title   = {{InterPro} in 2022},
+  author  = {Paysan-Lafosse, Typhaine and Blum, Matthias and Chuguransky, Sara and others},
+  journal = {Nucleic Acids Research},
+  volume  = {51},
+  number  = {D1},
+  pages   = {D418--D427},
+  year    = {2023},
+  doi     = {10.1093/nar/gkac993}
+}
+```