On the Impact of Data Augmentation on Downstream Performance in Natural Language Processing

Itsuki Okimura, Machel Reid, Makoto Kawano, Yutaka Matsuo. On the Impact of Data Augmentation on Downstream Performance in Natural Language Processing. In Shabnam Tafreshi, João Sedoc, Anna Rogers, Aleksandr Drozd, Anna Rumshisky, Arjun R. Akula, editors, Proceedings of the Third Workshop on Insights from Negative Results in NLP, Insights@ACL 2022, Dublin, Ireland, May 26, 2022. pages 88-93, Association for Computational Linguistics, 2022. [doi]

Authors

Itsuki Okimura

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Machel Reid

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Makoto Kawano

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Yutaka Matsuo

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