Update README.md

README.md

@@ -71,10 +71,15 @@ This dataset is taken from `coastalcph/multi_eurlex` and formatted with our [Aut
 from datasets import load_dataset
 from autointent import Dataset
 
-eurlex = load_dataset("coastalcph/multi_eurlex", "en", trust_remote_code=True)
+eurlex = load_dataset("coastalcph/multi_eurlex", "en", split="train", trust_remote_code=True)
+labels = []
 def transform(example: dict):
+    for intent in example["labels"]:
+        labels.append(intent)
     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()})
+labels = [{"id": label, "name": None} for label in set(labels)]
+multilabel_eurlex = eurlex.map(transform, remove_columns=eurlex.features.keys())
+eurlex_converted = Dataset.from_dict({"intents": labels, "train": multilabel_eurlex.to_list()})
+
 ```