| Paper | Code | F1 | ModelName | ReleaseDate |
|---|---|---|---|---|
| SciDeBERTa: Learning DeBERTa for Science Technology Documents and Fine-Tuning Information Extraction Tasks | ✓ Link | 72.4 | SciDeBERTa v2 | 2022-06-08 |
| Span-based Joint Entity and Relation Extraction with Transformer Pre-training | ✓ Link | 70.33 | SpERT | 2019-09-17 |
| A Robust and Domain-Adaptive Approach for Low-Resource Named Entity Recognition | ✓ Link | 68.96 | RDANER | 2021-01-02 |
| A Frustratingly Easy Approach for Entity and Relation Extraction | ✓ Link | 68.2 | Ours: cross-sentence | 2020-10-24 |
| SciBERT: A Pretrained Language Model for Scientific Text | ✓ Link | 67.57 | SciBERT (SciVocab) | 2019-03-26 |
| SciBERT: A Pretrained Language Model for Scientific Text | ✓ Link | 65.24 | SciBERT (Base Vocab) | 2019-03-26 |
| Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction | ✓ Link | 64.20 | SCIIE | 2018-08-29 |