Improving Neural Machine Translation Models with Monolingual Data, Rico Sennrich, Barry Haddow, Alexandra Birch, 2016Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) (Association for Computational Linguistics)DOI: 10.18653/v1/P16-1009 - Introduces back-translation as a method to generate synthetic parallel data from monolingual data for improving neural machine translation, laying the foundation for its use in data augmentation.
Translation pipeline for inference, Hugging Face, 2023 (Hugging Face) - Official documentation for using Hugging Face Transformers pipelines for machine translation, which is directly applicable to implementing back-translation.