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ZENODO
Dataset . 2021
License: CC BY
Data sources: Datacite
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ZENODO
Dataset . 2021
License: CC BY
Data sources: ZENODO
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ZENODO
Dataset . 2021
License: CC BY
Data sources: Datacite
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Embedding Evaluation Data for South African Languages

Authors: Marivate, Vukosi; Wagner, Valencia; Makgatho, Mack; Sefara, Tshephisho;

Embedding Evaluation Data for South African Languages

Abstract

WordSim and Simlex Data for South African Languages Setswana Sepedi Embedding Evaluation Data for South African Languages Dataset Information\ The datasets(Simlex and WordSim) contain pairs of Setswana and Sepedi words that have been assigned similarity ratings by humans to measure semantic relatedness. The word-pairs(Simlex and WordSim) are manually translated from English to Setswana and Sepedi. The evaluation task aims to find the degree of correlation between the scores provided by the model and the human rating, the score of the model is collected by computing the cosine similarity of corresponding vectors for word pairs. Online Repository link Zenodo Data Repository - Link to the data repository. Authors Vukosi Marivate - @vukosi Valencia Wagner Mack Makgatho Tshephisho Sefara See also the list of contributors who participated in this project. Citing the dataset To appear in conference proceedings @article{Makgatho_Marivate_Sefara_Wagner_2022, title={Training Cross-Lingual embeddings for Setswana and Sepedi}, volume={3}, url={https://upjournals.up.ac.za/index.php/dhasa/article/view/3822}, DOI={10.55492/dhasa.v3i03.3822}, number={03}, journal={Journal of the Digital Humanities Association of Southern Africa }, author={Makgatho, Mack and Marivate, Vukosi and Sefara, Tshephisho and Wagner, Valencia}, year={2022}, month={Feb.}}

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Keywords

word embeddings, embedding evaluation

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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).
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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.
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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.
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