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MLSUM

swMATH ID: 42116
Software Authors: Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano
Description: MLSUM: The Multilingual Summarization Corpus. We present MLSUM, the first large-scale MultiLingual SUMmarization dataset. Obtained from online newspapers, it contains 1.5M+ article/summary pairs in five different languages – namely, French, German, Spanish, Russian, Turkish. Together with English newspapers from the popular CNN/Daily mail dataset, the collected data form a large scale multilingual dataset which can enable new research directions for the text summarization community. We report cross-lingual comparative analyses based on state-of-the-art systems. These highlight existing biases which motivate the use of a multi-lingual dataset.
Homepage: https://arxiv.org/abs/2004.14900
Source Code: https://github.com/ThomasScialom/MLSUM
Related Software: BART; MoverScore; HIBERT; PEGASUS; BottleSum; BiSET; OpinionDigest; HighRES; SUPERT; FEQA; BanditSum; SummEval; FFCI; BLEU; SBERT; BERTScore; RoBERTa; XLNet; BERT; CIDEr
Cited in: 1 Publication

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