Guillaume Wenzek

CCMatrix: Mining Billions of High-Quality Parallel Sentences on the Web

We show that margin-based bitext mining in a multilingual sentence space can be successfully scaled to operate on monolingual corpora of billions of sentences. We use 32 snapshots of a curated common crawl corpus (Wenzel et al, 2019) totaling 71 billion unique sentences. Using one unified approach f…