docs: Added readme

README.md

@@ -50,6 +50,44 @@ dataset_info:
   download_size: 1627548
   dataset_size: 9894180
 ---
-# Dataset Card for "dane_plus"
 
-[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+# DaNE+
+
+This is the annotated version of DaNE, where the annotations are added by the model predictions using model trained of Danish dataset DANSK and then all the discrepancies are manually reviewed and corrected by Kenneth C. Enevoldsen. If there was an uncertainty the annotation was left as it was.
+
+
+## Process of annotation
+
+1) Install the requirements:
+```
+--extra-index-url pip install prodigy -f https://{DOWNLOAD KEY}@download.prodi.gy
+prodigy>=1.11.0,<2.0.0
+```
+
+2) Create outline dataset
+```bash
+python annotate.py
+```
+
+3) Review and correction annotation using prodigy:
+Add datasets to prodigy
+```bash
+prodigy db-in dane reference.jsonl
+prodigy db-in dane_plus_mdl_pred predictions.jsonl
+```
+
+Run review using prodigy:
+```bash
+prodigy review daneplus dane_plus_mdl_pred,dane  --view-id ner_manual --l NORP,CARDINAL,PRODUCT,ORGANIZATION,PERSON,WORK_OF_ART,EVENT,LAW,QUANTITY,DATE,TIME,ORDINAL,LOCATION,GPE,MONEY,PERCENT,FACILITY
+```
+
+Export the dataset:
+```bash
+prodigy data-to-spacy daneplus --ner daneplus --lang da -es 0
+```
+
+4) Redo the original split:
+
+```bash
+python split.py
+```