Update README.md

README.md

@@ -9,7 +9,6 @@ task_categories:
 pretty_name: ROSTSC
 ---
 
-
 # RO-STS-Corpus
 
 ## Overview
@@ -37,13 +36,43 @@ RO-STS-Corpus is a Romanian Semantic Textual Similarity (STS) dataset designed f
 | manual/generated | hand | 6471 |
 | **Total** |  | **70053** |
 
+## Data Collection and Processing
+The data has been collected from existing datasets, primarily in English, and translated into Romanian. Some datasets were originally in Romanian and were used either in full or in part.
+
 ## Usage
 This dataset can be used for:
 - Fine-tuning and evaluating sentence embedding models for Romanian.
 - Research on semantic textual similarity and natural language understanding (NLU) in Romanian.
 
+### How to Load the Dataset
+
+You can load the dataset using the `datasets` library from Hugging Face:
+
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("RO-STS-Corpus")
+
+# Access the train split
+train_data = dataset["train"]
+
+# View an example
+print(train_data[0])
+```
+
+Alternatively, if you have the dataset as a CSV file, you can load it using `pandas`:
+
+```python
+import pandas as pd
+
+df = pd.read_csv("RO-STS-Corpus.csv")
+print(df.head())
+```
+
+This allows you to easily integrate the dataset into your training or evaluation pipeline.
+
 ## License
-This dataset is licensed under the **Apache 2.0 License**.
+This dataset is licensed under **Apache 2.0**.
 
 ## Citation
 If you use RO-STS-Corpus in your research, please cite this dataset as follows:
@@ -59,4 +88,8 @@ If you use RO-STS-Corpus in your research, please cite this dataset as follows:
 We acknowledge contributions from various resources used in compiling and annotating this dataset.
 
 ---
-Further details and additional metadata will be added in future versions.
+Further details and additional metadata will be added in future versions.
+
+
+
+