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arXiv Open Access 2021

EENLP: Cross-lingual Eastern European NLP Index

Alexey Tikhonov Alex Malkhasov Andrey Manoshin George Dima Réka Cserháti +2 lainnya
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Abstrak

Motivated by the sparsity of NLP resources for Eastern European languages, we present a broad index of existing Eastern European language resources (90+ datasets and 45+ models) published as a github repository open for updates from the community. Furthermore, to support the evaluation of commonsense reasoning tasks, we provide hand-crafted cross-lingual datasets for five different semantic tasks (namely news categorization, paraphrase detection, Natural Language Inference (NLI) task, tweet sentiment detection, and news sentiment detection) for some of the Eastern European languages. We perform several experiments with the existing multilingual models on these datasets to define the performance baselines and compare them to the existing results for other languages.

Topik & Kata Kunci

cs.CL cs.AI cs.NE

Penulis (7)

A

Alexey Tikhonov

A

Alex Malkhasov

A

Andrey Manoshin

G

George Dima

R

Réka Cserháti

M

Md. Sadek Hossain Asif

M

Matt Sárdi

Format Sitasi

APA MLA BibTeX
Tikhonov, A., Malkhasov, A., Manoshin, A., Dima, G., Cserháti, R., Asif, M.S.H. et al. (2021). EENLP: Cross-lingual Eastern European NLP Index. https://arxiv.org/abs/2108.02605

Akses Cepat

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Tahun Terbit
2021
Bahasa
en
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arXiv
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Open Access ✓