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SotA/Knowledge Base/Text Summarization/WikiHow

Text Summarization on WikiHow

Metric: ROUGE-1 (higher is better)

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#Model↕ROUGE-1▼Extra DataPaperDate↕Code
1BertSum35.91NoAbstractive Summarization of Spoken and Written ...2020-08-21Code
2BertSum35.91NoAbstractive Summarization of Spoken and Written ...2020-08-21Code
3MatchSum (BERT-base)31.85NoExtractive Summarization as Text Matching2020-04-19Code
4Pointer-generator + coverage28.53NoWikiHow: A Large Scale Text Summarization Dataset2018-10-18Code