SciDocs evaluation framework consists of a suite of evaluation tasks designed for document-level tasks.
Source: Allen Institute for AI
Variants: SciDocs
This dataset is used in 1 benchmark:
| Task | Model | Paper | Date |
|---|---|---|---|
| Representation Learning | Sci-DeCLUTR | Neighborhood Contrastive Learning for Scientific … | 2022-02-14 |
| Representation Learning | SciNCL | Neighborhood Contrastive Learning for Scientific … | 2022-02-14 |
| Representation Learning | CiteBERT | Neighborhood Contrastive Learning for Scientific … | 2022-02-14 |
| Representation Learning | SciBERT | SPECTER: Document-level Representation Learning using … | 2020-04-15 |
| Representation Learning | SPECTER | SPECTER: Document-level Representation Learning using … | 2020-04-15 |
| Representation Learning | Citeomatic | SPECTER: Document-level Representation Learning using … | 2020-04-15 |
| Representation Learning | BioBERT | BioBERT: a pre-trained biomedical language … | 2019-01-25 |
Recent papers with results on this dataset: