Data · dataset · 2022
BLURB (Biomedical Language Understanding and Reasoning Benchmark.)
Listed in Hugging Face Datasets
Dataset Card for BLURB Dataset
Description
Summary
BLURB is a collection of resources for biomedical natural language processing. In general domains, such as newswire and the Web, comprehensive benchmarks and leaderboards such as GLUE have greatly accelerated progress in open-domain NLP. In biomedicine, however, such resources are ostensibly scarce.
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In the past, there have been a plethora of shared tasks in biomedical NLP, such as BioCreative, BioNLP Shared Tasks, SemEval, and BioASQ… See the full description on the dataset page: huggingface.co/datasets/EMBO/BLURB.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/EMBO/BLURB ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2007.15779 arxiv.org/abs/2007.15779 ↗
publication · from Hugging Face
- arXiv:1909.06146 arxiv.org/abs/1909.06146 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/EMBO/BLURB ↗
metadata API · from Hugging Face
Topics
- Stated by source
- question answering · sentence similarity · text classification · token classification
- From keywords
- Computer Science & AI
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | EMBO/BLURB | 13 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[task].hf_task:question-answering | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:sentence-similarity | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:text-classification | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:token-classification | 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 | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| 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 |