DP-NMT: Scalable Differentially-Private Machine Translation
Published in EMNLP, 2024
We present DP-NMT, a scalable framework for differentially-private neural machine translation. We adapt and evaluate differentially-private training approaches across multiple NLP models and datasets including WMT16 and BSD.