Setting up the Data Printer with Improved English to Ukrainian Machine Translation

arXiv:2404.15196v1 Announce Type: new
Abstract: To build large language models for Ukrainian we need to expand our corpora with large amounts of new algorithmic tasks expressed in natural language. Examples of task performance expressed in English are abundant, so with a high-quality translation system our community will be enabled to curate datasets faster. To aid this goal, we introduce a recipe to build a translation system using supervised finetuning of a large pretrained language model with a noisy parallel dataset …

abstract arxiv build community cs.cl data english examples expand language language models large language large language models machine machine translation natural natural language performance printer quality tasks translation type will