Update README.md

README.md

@@ -27,3 +27,34 @@ configs:
   - split: validation
     path: data/validation-*
 ---
+
+# Dataset Card for Scifact-TR
+
+## Table of Contents
+- [Dataset Description](#dataset-description)
+  - [Dataset Structure](#dataset-structure)
+  - [Data Fields](#data-fields)
+- [Source Data](#source-data)
+
+## Dataset Description
+
+Scifact-TR is originally [released](https://huggingface.co/datasets/trmteb/scifact-tr_fine_tuning_dataset) by [TR-MTEB](https://huggingface.co/trmteb) group.
+
+### Dataset Structure
+
+The original dataset only had `train` and `test` split. We applied the following splitting methodology to obtain the `validation` split:
+
+* If a train-val-test split is available, we use the existing divisions as provided.
+* For datasets with a train-test split only, we create a val split from the training set, sized to match the test set, and apply this across all models.
+* In cases with a train-val split, we reassign the val set as the test split, then generate a new val split from the training data following the approach above.
+* In cases with a val-test split, we split validation into train and vad sets in 80\% and 20\% proportions, respectively.
+* When only a single combined split is present, we partition the data into train, val, and test sets in 70\%, 15\%, and 15\% proportions, respectively.
+
+### Data Fields
+
+- **anchor** (string): A user query in Turkish.
+- **positive** (string): A factual answer in Turkish related to the anchor.
+
+## Source Dataset
+
+[hf.co/trmteb/scifact-tr_fine_tuning_dataset](https://huggingface.co/datasets/trmteb/scifact-tr_fine_tuning_dataset)