Update README.md

README.md

@@ -9,4 +9,26 @@ tags:
 - GENRE
 - BLINK
 pretty_name: Entity Disambiguation
----
+---
+
+Entity Disambiguation datasets as provided in the [GENRE](https://github.com/facebookresearch/GENRE/blob/main/scripts_genre/download_all_datasets.sh) repo. The dataset can be used to train and evaluate entity disambiguators.
+
+The datasets can be imported easily as follows:
+
+```
+from datasets import load_dataset
+
+ds = load_dataset("boragokbakan/entity_disambiguation", "aida")
+```
+
+Available dataset names are:
+- `blink`
+- `ace2004`
+- `aida`
+- `aquaint`
+- `blink`
+- `clueweb`
+- `msnbc`
+- `wiki`
+
+**Note:** As the BLINK training set is very large in size (~10GB), it is advised to set `streaming=True` when calling `load_dataset`.