@inproceedings{torbarina-etal-2021-speeding, title = "{S}peeding Up {T}ransformer Training By Using Dataset Subsampling - {A}n Exploratory Analysis", author = "Torbarina, Lovre and Mihel{\v{c}}i{\'c}, Velimir and {\v{S}}arlija, Bruno and Roguski, Lukasz and Kraljevi{\'c}, {\v{Z}}eljko", editor = "Moosavi, Nafise Sadat and Gurevych, Iryna and Fan, Angela and Wolf, Thomas and Hou, Yufang and Marasovi{\'c}, Ana and Ravi, Sujith", booktitle = "Proceedings of the Second Workshop on Simple and Efficient Natural Language Processing", month = nov, year = "2021", address = "Virtual", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2021.sustainlp-1.11/", doi = "10.18653/v1/2021.sustainlp-1.11", pages = "86--95" }