license: cc-by-nc-sa-4.0
task_categories:
- question-answering
- token-classification
language:
- en
pretty_name: Named Entity Recognition of funders of scientific research
size_categories:
- n<1K
Dataset Card for Dataset Named Entity Recognition of funders of scientific research
Dataset Description
- Homepage:https://econstor.eu
- Repository:https://github.com/zbw/Funder-NER
- Paper: https://doi.org/10.1007/978-3-031-16802-4_24
- Leaderboard:
- Point of Contact:
Dataset Summary
Training/test set for automatically identifying funder entities mentioned in scientific papers. This data set is generated from Open Access documents hosted at https://econstor.eu and manually curated/labeled.
Supported Tasks and Leaderboards
The dataset is for training and testing the automatic recognition of funders as they are acknowledged in scientific papers.
Languages
English
Dataset Structure
Data Instances
[More Information Needed]
Data Fields
"handle: the PID of the OA working paper" "crossref_doi: the PID of the corresponding publication (article), as registered via CrossRef" "crossref_phrase: the funder according to CrossRef metadata" "pdf_phrase: the acknowledgement phrase from the paper" "funder: Y(es) in case there is at least one funder, N(o) in case there is no funder supporting the work, but OA publishing funding"
Data Splits
[More Information Needed]
Dataset Creation
Curation Rationale
The dataset was manually curated to train the NER recognition based on a QA system.
Source Data
Initial Data Collection and Normalization
[More Information Needed]
Who are the source language producers?
[More Information Needed]
Annotations
Annotation process
[More Information Needed]
Who are the annotators?
[More Information Needed]
Personal and Sensitive Information
[More Information Needed]
Considerations for Using the Data
Social Impact of Dataset
[More Information Needed]
Discussion of Biases
[More Information Needed]
Other Known Limitations
[More Information Needed]
Additional Information
Dataset Curators
[More Information Needed]
Licensing Information
[More Information Needed]
Citation Information
[More Information Needed]
Contributions
[More Information Needed]