Text · dataset · 2022
CiteWorth
Listed in Hugging Face Datasets
Dataset Card for CiteWorth Dataset
Description
Summary
Scientific document understanding is challenging as the data is highly domain specific and diverse. However, datasets for tasks with scientific text require expensive manual annotation and tend to be small and limited to only one or a few fields. At the same time, scientific documents contain many potential training signals, such as citations, which can be used to build large labelled datasets.
Read the rest (1 more)
Given this, we present an in-depth… See the full description on the dataset page: huggingface.co/datasets/copenlu/citeworth.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/copenlu/citeworth ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/copenlu/citeworth ↗
metadata API · from Hugging Face
Topics
- Stated by source
- tabular · text · text classification
- From keywords
- Computer Science & AI · Medicine & Health
- Inferred from text
- Text 75%
Provenance · 1 source records, 13 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | copenlu/citeworth | 15 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[field].local:field:medicine-health | mapping · Hugging Face | vocabulary-mapper@1.0.0 | keywords['medicine'] |
| concepts[modality].hf_modality:tabular | source · 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: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 |
| 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 |