Update README.md

README.md

@@ -16,4 +16,40 @@ configs:
   data_files:
   - split: train
     path: data/train-*
+task_categories:
+- text-classification
+language:
+- en
 ---
+
+# eurlex
+
+This is a text classification dataset. It is intended for machine learning research and experimentation.
+
+This dataset is obtained via formatting another publicly available data to be compatible with our [AutoIntent Library](https://deeppavlov.github.io/AutoIntent/index.html).
+
+## Usage
+
+It is intended to be used with our [AutoIntent Library](https://deeppavlov.github.io/AutoIntent/index.html):
+
+```python
+from autointent import Dataset
+
+eurlex = Dataset.from_datasets("AutoIntent/eurlex")
+```
+
+## Source
+
+This dataset is taken from `coastalcph/multi_eurlex` and formatted with our [AutoIntent Library](https://deeppavlov.github.io/AutoIntent/index.html):
+
+```python
+from datasets import load_dataset
+from autointent import Dataset
+
+eurlex = load_dataset("coastalcph/multi_eurlex", "en", trust_remote_code=True)
+def transform(example: dict):
+    return {"utterance": example["text"], "label": example["labels"]}
+
+multilabel_eurlex = eurlex["train"].map(transform, remove_columns=eurlex["train"].features.keys())
+eurlex_converted = Dataset.from_dict({"train": multilabel_eurlex.to_list()})
+```