Update README.md

README.md

@@ -36,10 +36,10 @@ start and end are defined by the character position in the `"Paragraph"` string.
 
 ## Instructions for Workshop Participants:
 How to load the data using the Huggingface library:
- ```python
+```python
 from datasets import load_dataset
-dataset = load_dataset("adsabs/FOCAL") # DOES NOT LOAD VALIDATION-NO-LABELS
- ```
+dataset = load_dataset("adsabs/FOCAL") # !!! Only loads the training split. Validation and testing splits will be added after the shared task of [WIESP-2023](https://ui.adsabs.harvard.edu/WIESP/2023/) has ended.
+```
 
 How to load the data if you cloned the repository locally:  
 (assuming `./FOCAL-TRAINING.jsonl` is in the current directory, change as needed)
@@ -57,9 +57,12 @@ focal_training_from_json = Dataset.from_json(path_or_paths="./FOCAL-TRAINING.jso
 
 ## File List
 ``` 
-├── FOCAL-TRAINING.jsonl (2421 samples for training)  
-├── FOCAL-VALIDATION-NO-LABELS.jsonl (606 samples for validation without the labels. Used during the shared task [WIESP-2023](https://ui.adsabs.harvard.edu/WIESP/2023/)  
-├──  
+├── FOCAL-TRAINING.jsonl (2421 samples for training)
+├── FOCAL-VALIDATION-NO-LABELS.jsonl (606 samples for validation without the labels. Used during the shared task of [WIESP-2023](https://ui.adsabs.harvard.edu/WIESP/2023/)  
+├── FOCAL-TESTING-NO-LABELS.jsonl (832 samples for testing without the labels. Used during the shared task of [WIESP-2023](https://ui.adsabs.harvard.edu/WIESP/2023/)
+├── /scoring_scripts/score_focal_seqeval.py (scoring scripts used during the shared task of [WIESP-2023](https://ui.adsabs.harvard.edu/WIESP/2023/)
+├── /scoring_scripts/score_focal_labels_only.py (scoring scripts used during the shared task of [WIESP-2023](https://ui.adsabs.harvard.edu/WIESP/2023/)
+├── /data/train.parquet (train split of FOCAL)
 ├── README.MD (this file)  
 └──  
 ```