entity-recognition-datasets
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juand-r
A Knowledge Graph resource of NER datasets
Dear authors, this repository is such a great resource! Many thanks for creating it. I would like to suggest that maybe the Open Research Knowledge Graph (https://orkg.org/) could be leveraged to enlist such resources for persistence and knowledge sharing. Please find below some resources I created related to the information in this repository.
Named Entity Recognition Tasks in the MUC series
https://orkg.org/comparison/R162797/
NER in the Automatic Content Extraction (ACE) Series
https://orkg.org/comparison/R162851/
Named Entity Recognition in the CoNLL Series and the OntoNotes corpus as a related resource
https://orkg.org/comparison/R166315/
Named Entity Recognition Based on Wikipedia
https://orkg.org/comparison/R166240/
A comparison of the annotated resources of software mentions in scholarly articles
https://orkg.org/comparison/R166560/
NLP Datasets for Named Entity Recognition and Relation Extraction from Biomedicine Scholarly Articles
https://orkg.org/comparison/R163265/
Comparisons and Visualizations of the CrossNER Benchmark Corpus for its Source and Target Domains
https://orkg.org/comparison/R163843/
Surveying BioNLP Shared Tasks Corpora for Named Entity Recognition
https://orkg.org/comparison/R165702/
Surveying BioCreAtIvE Shared Tasks Corpora for Named Entity Recognition
https://orkg.org/comparison/R172155/
The benefits of such machine-encoded data is that Reviews can be automatically created thereby.
Surveying the BioCreAtIvE Shared Task Series
https://orkg.org/review/R172166
Surveying the BioNLP Shared Task Series
https://orkg.org/review/R165924
I would be very happy to offer support in this direction. :)
@juand-r would you like to look at this? i don't feel that level of ownership over this repo yet :)
Just as a trailing thought... Please note knowledge graph representations of such rich data enable querying and persistence. They are also in accord in FAIR guiding principles to improve the Findability, Accessibility, Interoperability, and Reuse of digital assets https://www.go-fair.org/fair-principles/ :)
This looks very useful! Feel free to add any of the datasets listed here to https://orkg.org/
