On the Impact of Data Augmentation on Downstream Performance in Natural Language Processing Itsuki Okimura author Machel Reid author Makoto Kawano author Yutaka Matsuo author 2022-05 text Proceedings of the Third Workshop on Insights from Negative Results in NLP Shabnam Tafreshi editor João Sedoc editor Anna Rogers editor Aleksandr Drozd editor Anna Rumshisky editor Arjun Akula editor Association for Computational Linguistics Dublin, Ireland conference publication okimura-etal-2022-impact 10.18653/v1/2022.insights-1.12 https://aclanthology.org/2022.insights-1.12/ 2022-05 88 93