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--- |
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license: cc-by-nc-sa-4.0 |
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task_categories: |
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- question-answering |
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- token-classification |
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language: |
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- en |
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pretty_name: Named Entity Recognition of funders of scientific research |
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size_categories: |
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- n<1K |
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--- |
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# Dataset Card for Dataset Named Entity Recognition of funders of scientific research |
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## Dataset Description |
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- **Homepage:https://econstor.eu** |
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- **Repository:https://github.com/zbw/Funder-NER** |
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- **Paper: https://doi.org/10.1007/978-3-031-16802-4_24** |
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- **Leaderboard:** |
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- **Point of Contact:** |
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### Dataset Summary |
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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. |
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### Supported Tasks and Leaderboards |
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The dataset is for training and testing the automatic recognition of funders as they are acknowledged in scientific papers. |
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### Languages |
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English |
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## Dataset Structure |
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### Data Instances |
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[More Information Needed] |
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### Data Fields |
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"handle: the PID of the OA working paper" |
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"crossref_doi: the PID of the corresponding publication (article), as registered via CrossRef" |
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"crossref_phrase: the funder according to CrossRef metadata" |
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"pdf_phrase: the acknowledgement phrase from the paper" |
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"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" |
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### Data Splits |
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[More Information Needed] |
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## Dataset Creation |
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### Curation Rationale |
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The dataset was manually curated to train the NER recognition based on a QA system. |
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### Source Data |
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#### Initial Data Collection and Normalization |
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[More Information Needed] |
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#### Who are the source language producers? |
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[More Information Needed] |
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### Annotations |
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#### Annotation process |
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[More Information Needed] |
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#### Who are the annotators? |
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[More Information Needed] |
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### Personal and Sensitive Information |
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[More Information Needed] |
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## Considerations for Using the Data |
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### Social Impact of Dataset |
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[More Information Needed] |
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### Discussion of Biases |
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[More Information Needed] |
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### Other Known Limitations |
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[More Information Needed] |
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## Additional Information |
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### Dataset Curators |
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[More Information Needed] |
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### Licensing Information |
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[More Information Needed] |
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### Citation Information |
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[More Information Needed] |
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### Contributions |
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[More Information Needed] |
