Datasets:
| task_categories: | |
| - text-classification | |
| language: | |
| - en | |
| dataset_info: | |
| features: | |
| - name: abstract_id | |
| dtype: string | |
| - name: labels | |
| dtype: | |
| class_label: | |
| names: | |
| '0': background | |
| '1': conclusions | |
| '2': methods | |
| '3': objective | |
| '4': results | |
| - name: text | |
| dtype: string | |
| - name: sentence_id | |
| dtype: int64 | |
| - name: uid | |
| dtype: int64 | |
| - name: embedding_all-mpnet-base-v2 | |
| sequence: float32 | |
| - name: embedding_multi-qa-mpnet-base-dot-v1 | |
| sequence: float32 | |
| - name: embedding_all-MiniLM-L12-v2 | |
| sequence: float32 | |
| splits: | |
| - name: train | |
| num_bytes: 1392522399 | |
| num_examples: 176642 | |
| - name: validation | |
| num_bytes: 233905609 | |
| num_examples: 29672 | |
| - name: test | |
| num_bytes: 233146005 | |
| num_examples: 29578 | |
| download_size: 0 | |
| dataset_size: 1859574013 | |
| This is the same dataset as [`armanc/pubmed-rct20k`](https://huggingface.co/datasets/armanc/pubmed-rct20k). | |
| The only differences are | |
| 1. Addition of a unique identifier, `uid` | |
| 1. Addition of the indices, that is 3 columns with the embeddings of 3 different sentence-transformers | |
| - `all-mpnet-base-v2` | |
| - `multi-qa-mpnet-base-dot-v1` | |
| - `all-MiniLM-L12-v2` | |
| 1. Renaming of the `label` column to `labels` for easier compatibility with the transformers library |