| from ast import literal_eval | |
| from datasets import Dataset, load_dataset | |
| pm = load_dataset( | |
| "owaiskha9654/PubMed_MultiLabel_Text_Classification_Dataset_MeSH", split="train" | |
| ) | |
| records = [] | |
| for t, lab in zip(pm["abstractText"], pm["meshMajor"]): | |
| try: | |
| labels = literal_eval(lab) | |
| labels = labels[:2] | |
| records.append({"text": t, "label": labels}) | |
| except Exception: | |
| print("Couldn't add entry:", lab) | |
| ds = Dataset.from_list(records) | |
| ds = ds.train_test_split(test_size=0.2, seed=42) | |
| ds.push_to_hub("kardosdrur/pubmed") | |