Data · dataset · 2024
Orlando Information Extraction Dataset: Language Resources From Prominent Born-Digital Humanities Texts
Listed in Borealis
An annotated dataset created by computer scientists and digital humanists intended to serve as a reference point for NLP researchers.
Description
The dataset is derived from text of the Orlando Project, and contains thousands of multi-sentence excerpts that are suited for information extraction tasks such as entity linking, and relation extraction. As a whole, the dataset can be used for fine-tuning and benchmarking large language models.
The dataset is further described in Language Resources From Prominent Born-Digital Humanities Texts are Still Needed in the Age of LLMs (Hervieux et al., NLP4DH 2024).
Links
Where it is published
- Dataverse dataset page borealisdata.ca/dataset.xhtml?persistentId=doi%3A10.5683%2FSP3%2FRCVANO ↗
landing page · from borealisdata ca
- DOI doi.org/10.5683/sp3/rcvano ↗
DOI / persistent id · from borealisdata ca
Catalogue records · 1
- Dataverse API borealisdata.ca/api/datasets/:persistentId/?persistentId=doi%3A10.5683%2FSP3%2… ↗
metadata API · from borealisdata ca
Topics
- Stated by source
- Arts and Humanities · Computer and Information Science
- From keywords
- Biography · Computer Science & AI · Humanities · Natural language processing
- Inferred from text
- Text 75%
Provenance · 1 source records, 13 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Borealis | doi:10.5683/SP3/RCVANO | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:field:430303 | mapping · borealisdata ca | vocabulary-mapper@1.0.0 | keywords['Biography'] |
| concepts[field].anzsrc:field:460208 | mapping · borealisdata ca | vocabulary-mapper@1.0.0 | keywords['Natural Language Processing'] |
| concepts[field].dataverse_subject:arts-and-humanities | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| concepts[field].dataverse_subject:computer-and-information-science | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| concepts[field].local:field:computer-science-ai | mapping · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| concepts[field].local:field:humanities | mapping · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| concepts[modality].local:modality:text | enrichment · borealisdata ca | keyword-concept-rules@1.0.0 | title+description (75%) |
| created_date | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | |
| description | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /description |
| publication_date | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | |
| title | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /name |
| updated_date | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | |
| version_label | source · borealisdata ca | connector:borealisdata_ca@1.0.0 |