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SotA/Natural Language Processing/Extreme Summarization/CiteSum

Extreme Summarization on CiteSum

Metric: ROUGE-L (higher is better)

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#Model↕ROUGE-L▼Extra DataPaperDate↕Code
1EXT-ORACLE38.32NoCiteSum: Citation Text-guided Scientific Extreme...2022-05-12Code
2BART-large (s=abs+title, t=TLDR)33.78NoCiteSum: Citation Text-guided Scientific Extreme...2022-05-12Code
3BART-large (s=abs, t= TLDR/Title/Disci)33.73NoCiteSum: Citation Text-guided Scientific Extreme...2022-05-12Code
4BART-large (s=abs+disci, t=TLDR)33.72NoCiteSum: Citation Text-guided Scientific Extreme...2022-05-12Code
5BART-large (s=abs, t=TLDR)33.72NoCiteSum: Citation Text-guided Scientific Extreme...2022-05-12Code
6PEGASUS (s=abs, t=TLDR)33.45NoCiteSum: Citation Text-guided Scientific Extreme...2022-05-12Code
7BART-large (s=abs, t=TLDR/title)33.42NoCiteSum: Citation Text-guided Scientific Extreme...2022-05-12Code
8EXT-HEURISTIC23.99NoCiteSum: Citation Text-guided Scientific Extreme...2022-05-12Code
9EXT-LEAD17.36NoCiteSum: Citation Text-guided Scientific Extreme...2022-05-12Code