Gene-Disease Associations Corpus
The gene-disease associations corpus contains 30,192 titles and abstracts from PubMed articles that have been automatically labelled for genes, diseases and gene-disease associations via distant supervision. The test set is comprised of 1000 of these examples. It is common to hold out a random 20% of the examples in the train set as a validation set.
Variants: GDA
This dataset is used in 1 benchmark:
| Task | Model | Paper | Date |
|---|---|---|---|
| Relation Extraction | DRE-MIR-SciBERT | A Masked Image Reconstruction Network … | 2022-04-21 |
| Relation Extraction | seq2rel (entity hinting) | A sequence-to-sequence approach for document-level … | 2022-04-03 |
| Relation Extraction | Dense-CCNet-SciBERTbase | A Densely Connected Criss-Cross Attention … | 2022-03-26 |
| Relation Extraction | CGM2IR-SciBERTbase | Document-level Relation Extraction with Context … | 2022-01-13 |
| Relation Extraction | SAISORE+CR+ET-SciBERT | SAIS: Supervising and Augmenting Intermediate … | 2021-09-24 |
| Relation Extraction | DocuNet-SciBERTbase | Document-level Relation Extraction as Semantic … | 2021-06-07 |
| Relation Extraction | SSANBiaffine | Entity Structure Within and Throughout: … | 2021-02-20 |
| Relation Extraction | SciBERT-ATLOPBASE | Document-Level Relation Extraction with Adaptive … | 2020-10-21 |
| Relation Extraction | LSR w/o MDP Nodes | Reasoning with Latent Structure Refinement … | 2020-05-13 |
Recent papers with results on this dataset: