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We release our synthetic parallel paraphrase corpus across 17 languages:Arabic, Catalan, Czech, German, English, Spanish, Estonian, French, Hindi,Indonesian, Italian, Dutch, Romanian, Russian, Swedish, Vietnamese, andChinese. Our method relies only on monolingual data and a neural machinetranslation system to generate paraphrases, hence simple to apply. We generatemultiple translation samples using beam search and choose the most lexicallydiverse pair according to their sentence BLEU. We compare our generated corpuswith the \texttt{ParaBank2}. According to our evaluation, our syntheticparaphrase pairs are semantically similar and lexically diverse.

ParaCotta: Synthetic Multilingual Paraphrase Corpora from the Most Diverse Translation Sample Pair