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Extreme Summarization On Citesum

Metrics

ROUGE-1
ROUGE-2
ROUGE-L

Results

Performance results of various models on this benchmark

Paper Title
EXT-ORACLE44.1727.2238.32CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision
BART-large (s=abs+title, t=TLDR)42.0219.4433.78CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision
BART-large (s=abs+disci, t=TLDR)42.0119.3433.72CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision
BART-large (s=abs, t= TLDR/Title/Disci)41.8919.5133.73CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision
BART-large (s=abs, t=TLDR)41.8619.3633.72CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision
BART-large (s=abs, t=TLDR/title)41.8519.21 33.42CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision
PEGASUS (s=abs, t=TLDR)41.5618.63 33.45CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision
EXT-HEURISTIC29.3212.5323.99CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision
EXT-LEAD21.947.3517.36CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision
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Extreme Summarization On Citesum | SOTA | HyperAI