Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Sub-tasks:
topic-classification
Languages:
English
Size:
100K<n<1M
Tags:
License:
| annotations_creators: | |
| - machine-generated | |
| language_creators: | |
| - crowdsourced | |
| language: | |
| - en | |
| license: | |
| - cc-by-sa-3.0 | |
| multilinguality: | |
| - monolingual | |
| size_categories: | |
| - 100K<n<1M | |
| source_datasets: | |
| - original | |
| task_categories: | |
| - text-classification | |
| task_ids: | |
| - topic-classification | |
| paperswithcode_id: dbpedia | |
| pretty_name: DBpedia | |
| dataset_info: | |
| features: | |
| - name: labels | |
| dtype: | |
| class_label: | |
| names: | |
| '0': Company | |
| '1': EducationalInstitution | |
| '2': Artist | |
| '3': Athlete | |
| '4': OfficeHolder | |
| '5': MeanOfTransportation | |
| '6': Building | |
| '7': NaturalPlace | |
| '8': Village | |
| '9': Animal | |
| '10': Plant | |
| '11': Album | |
| '12': Film | |
| '13': WrittenWork | |
| - name: title | |
| dtype: string | |
| - name: content | |
| dtype: string | |
| - 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: 4490428970 | |
| num_examples: 560000 | |
| - name: test | |
| num_bytes: 561310285 | |
| num_examples: 70000 | |
| download_size: 0 | |
| dataset_size: 5051739255 | |
| This is the same dataset as [`dbpedia_14`](https://huggingface.co/datasets/dbpedia_14). 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 |