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Other literature type . 2024
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Other ORP type . 2024
License: CC BY
Data sources: Datacite
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Validation and Correction Guidelines for the Multilingual Annotation Projection of Gold Standard Corpora

Authors: Lima-López, Salvador; Gasco, Luis; Farré-Maduell, Eulàlia; Krallinger, Martin;

Validation and Correction Guidelines for the Multilingual Annotation Projection of Gold Standard Corpora

Abstract

These guidelines explain how to proceed in the correction and validation of multilingual corpora created via annotation projection techniques. They outline the goal of the task, the framework used, the necessary actions and the specific rules to be considered. The ultimate goal is to leverage high quality datasets written in one language to train artificial intelligence systems in as many languages as needed. They have been used for multiple datasets, including but not limited to: Datasets for "Exploring the potential of neural machine translation for cross-language clinical NLP resource generation through annotation projection" License This work is licensed under a Creative Commons Attribution 4.0 International License. Contact If you have any questions or suggestions, please contact us at: - Salvador Lima-López ()- Martin Krallinger ()

Related Organizations
Keywords

annotation, clinical nlp, annotation projection, multilingual, nlp

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average