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arXiv 2108.02605cs.CLcs.AIcs.NE

EENLP: Cross-lingual Eastern European NLP Index

Financial University of Russia(俄罗斯联邦政府财政金融大学);MEPhI(莫斯科国立核研究大学);University Politehnica of Bucharest(布加勒斯特理工大学);University of Szeged(塞格德大学);Notre Dame College, Dhaka(达卡圣母学院);Mozaik Education(Mozaik教育)

Alexey Tikhonov, Alex Malkhasov, Andrey Manoshin, George Dima, Réka Cserháti, Md. Sadek Hossain Asif, Matt Sárdi

英文摘要:

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.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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