English»Data Sets and State-of-the-art (SOTA)»Text Mining and NLP»Summarization | searchivarius.org
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The Natural Language Decathlon   - The challenging data set that spans ten tasks: question answering, machine translation, summarization, natural language inference, sentiment analysis, semantic role labeling, relation extraction, goal-oriented dialogue, database query generation, and pronoun resolution.
WikiHow   - a large-scale summarization data set constructed from the WikiHow web-site.