MLSUM (MultiLingual SUMmarization)

Introduced by Scialom et al. in MLSUM: The Multilingual Summarization Corpus

A 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.

Source: MLSUM: The Multilingual Summarization Corpus

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Benchmarks

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Task	Dataset Variant	Best Model
Sequence-to-sequence Language Modeling	MLSUM	mt5-small-test-ged-mlsum_max_target_length_10
Abstractive Text Summarization	MLSum-it	mBART
Summarization	mlsum tu	mt5-base-turkish-sum
Summarization	MLSUM de	t5-seven-epoch-base-german
Abstractive Text Summarization	mlsum-es	mt5-small-mlsum
Abstractive Text Summarization	MLSUM de	mBART
Abstractive Text Summarization	MLSUM es	mBART