Biomedical Semantic Similarity Estimation System
The BIOSSES data set comprises total 100 sentence pairs all of which were selected from the "TAC2 Biomedical Summarization Track Training Data Set" .
The sentence pairs were evaluated by five different human experts that judged their similarity and gave scores in a range [0-4]. Our guideline was prepared based on SemEval 2012 Task 6 Guideline.
Image source: BIOSSES
Variants: BIOSSES
This dataset is used in 1 benchmark:
| Task | Model | Paper | Date |
|---|---|---|---|
| Semantic Similarity | BioLinkBERT (large) | LinkBERT: Pretraining Language Models with … | 2022-03-29 |
| Semantic Similarity | BioLinkBERT (base) | LinkBERT: Pretraining Language Models with … | 2022-03-29 |
| Semantic Similarity | NCBI_BERT(base) (P+M) | Transfer Learning in Biomedical Natural … | 2019-06-13 |
Recent papers with results on this dataset: