NLPDove at SemEval-2020 Task 12: Improving Offensive Language Detection with Cross-lingual Transfer
NLPDove at SemEval-2020 Task 12: Improving Offensive Language Detection with Cross-lingual Transfer
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Ithaca: Cornell University Library, arXiv.org
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English
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Ithaca: Cornell University Library, arXiv.org
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This paper describes our approach to the task of identifying offensive languages in a multilingual setting. We investigate two data augmentation strategies: using additional semi-supervised labels with different thresholds and cross-lingual transfer with data selection. Leveraging the semi-supervised dataset resulted in performance improvements com...
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NLPDove at SemEval-2020 Task 12: Improving Offensive Language Detection with Cross-lingual Transfer
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TN_cdi_proquest_journals_2430535067
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2430535067
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E-ISSN
2331-8422
