Text · dataset · 2022
BioLORD-Dataset
Listed in Hugging Face Datasets
The BioLORD Dataset (v1) This dataset was constructed to enable training text embedding models producing similar representations for biomedical concept names and their definitions.
Description
Pairs of biomedical concepts names and descriptions of the concept are contrasted against each other, such that the model becomes able to find which names and descriptions are paired together within a batch.
Citation
Read the rest (1 more)
This dataset accompanies the BioLORD: Learning Ontological… See the full description on the dataset page: huggingface.co/datasets/FremyCompany/BioLORD-Dataset.
Links
Get the data
- Hugging Face dataset page huggingface.co/datasets/FremyCompany/BioLORD-Dataset ↗
Gated (auto) - request access on the dataset page
landing page · request access · from Hugging Face
Documentation and papers
- arXiv:2210.11892 arxiv.org/abs/2210.11892 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/FremyCompany/BioLORD-Dataset ↗
metadata API · from Hugging Face
Topics
- Stated by source
- sentence similarity · text
- From keywords
- Computer Science & AI
- Inferred from text
- Text 75%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | FremyCompany/BioLORD-Dataset | 14 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:text | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[task].hf_task:sentence-similarity | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license_text | source · Hugging Face | connector:huggingface@1.0.0 | |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |