TransBERT: A Framework for Synthetic Translation in Domain-Specific Language Modeling
The scarcity of non-English language data in specialized domains significantly limits the development of effective Natural Language Processing (NLP) tools. We present TransBERT, a novel framework for pre-training language models using exclusively synthetically translated text, and introduce TransCorpus, a scalable translation toolkit. Focusing on the life sciences domain in French, our approach…
We haven't written up this one. arXiv cs.AI has the full story — the link below goes straight to it.
