Table · dataset · 2022
DanL/scientific-challenges-and-directions-dataset
Listed in Hugging Face Datasets
Dataset Card for scientific-challenges-and-directions Dataset
Description
Summary
The scientific challenges and directions dataset is a collection of 2894 sentences and their surrounding contexts, from 1786 full-text papers in the CORD-19 corpus, labeled for classification of challenges and directions by expert annotators with biomedical and bioNLP backgrounds. At a high level, our labels are defined as follows: Challenge: A sentence mentioning a problem, difficulty, flaw… See the full description on the dataset page: huggingface.co/datasets/DanL/scientific-challenges-and-directions-dataset.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/DanL/scientific-challenges-and-directions-dataset ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2108.13751 arxiv.org/abs/2108.13751 ↗
publication · from Hugging Face
- arXiv:2004.10706 arxiv.org/abs/2004.10706 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/DanL/scientific-challenges-and-directions-dataset ↗
metadata API · from Hugging Face
Topics
- Stated by source
- text · text classification
- From keywords
- Computer Science & AI
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | DanL/scientific-challenges-and-directions-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[task].hf_task:text-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 |
| 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 |