Update README.md

README.md

@@ -1,3 +1,64 @@
----
-license: apache-2.0
----
+---
+license: apache-2.0
+task_categories:
+- text-classification
+language:
+- el
+tags:
+- greek
+- nlp
+- clustering
+- classification
+- medical
+pretty_name: GreekPubMed4000
+size_categories:
+- 1K<n<10K
+configs:
+- config_name: default
+  data_files:
+  - split: all
+    path: GreekPubMed4000.csv
+---
+
+# GreekPubMed4000
+
+We introduce GreekPubMed40000, a clustering and classification dataset that comprises 4,000 medical documents translated into Greek from [PubMed4000](https://link.springer.com/article/10.1007/s10115-018-1278-7).
+For information about dataset creation, limitations etc. see the [upcoming conference paper - TBA]().
+
+### Supported Tasks
+
+This dataset supports **Text Clustering and Classification**.
+
+### Language
+
+All dataset samples are written in Greek.
+
+## Dataset Structure
+
+The dataset is structured as a `.csv` file of 4000 rows.  
+The following data fields are provided:
+
+`id`: (**int**) The row id.  
+`text`: (**str**) The medical text.  
+`label`: (**str**): The classification label (4 different values).  
+
+### Example code
+```python
+from datasets import load_dataset
+
+# Load the dataset.
+dataset = load_dataset('IMISLab/GreekPubMed4000', split = 'all')
+print(dataset[0])
+```
+## Contact
+
+If you have any questions/feedback about the dataset please e-mail one of the following authors:
+```
+giarelis@ceid.upatras.gr
+karacap@upatras.gr
+```
+## Citation
+
+```
+TBA
+```