| language: | |
| - en | |
| license: apache-2.0 | |
| dataset_info: | |
| features: | |
| - name: text | |
| dtype: string | |
| - name: label | |
| dtype: int64 | |
| - name: bert_embeddings | |
| sequence: float32 | |
| - name: roberta_embeddings | |
| sequence: float32 | |
| - name: user_interactions | |
| list: | |
| - name: content | |
| dtype: string | |
| - name: id | |
| dtype: string | |
| - name: tone | |
| dtype: string | |
| - name: interaction_embeddings_list | |
| sequence: | |
| sequence: float64 | |
| - name: interaction_tones_list | |
| sequence: string | |
| - name: combined_embeddings | |
| sequence: float64 | |
| - name: distilbert_embeddings | |
| sequence: float32 | |
| - name: bigbird_embeddings | |
| sequence: float32 | |
| - name: deberta_embeddings | |
| sequence: float32 | |
| splits: | |
| - name: train | |
| num_bytes: 61833015 | |
| num_examples: 381 | |
| - name: test | |
| num_bytes: 16591631 | |
| num_examples: 102 | |
| download_size: 65188518 | |
| dataset_size: 78424646 | |
| configs: | |
| - config_name: default | |
| data_files: | |
| - split: train | |
| path: data/train-* | |
| - split: test | |
| path: data/test-* | |
| Dataset Source: [Ahren09/MMSoc_PolitiFact](https://huggingface.co/datasets/Ahren09/MMSoc_PolitiFact) | |
| This is a copied and reformatted version of the Ahren09/MMSoc_PolitiFact | |
| - text: text of the article (str) | |
| - bert_embeddings: (768, ) | |
| - roberta_embeddings: (768, ) | |
| - label: (int) | |
| - 0: real | |
| - 1: fake | |
| Datasets Distribution: | |
| - Train: 381 (real: 246, fake: 135) | |
| - Test: 102 (real: 73, fake: 29) |