@article{chen-etal-2023-empirical, title = "An Empirical Survey of Data Augmentation for Limited Data Learning in {NLP}", author = "Chen, Jiaao and Tam, Derek and Raffel, Colin and Bansal, Mohit and Yang, Diyi", journal = "Transactions of the Association for Computational Linguistics", volume = "11", year = "2023", address = "Cambridge, MA", publisher = "MIT Press", url = "https://preview.aclanthology.org/fix-sig-urls/2023.tacl-1.12/", doi = "10.1162/tacl_a_00542", pages = "191--211" }