SOTAVerified

Extreme Summarization

Papers

Showing 110 of 22 papers

TitleStatusHype
DiffSampling: Enhancing Diversity and Accuracy in Neural Text Generation0
APEX^2: Adaptive and Extreme Summarization for Personalized Knowledge GraphsCode0
Explainable News Summarization -- Analysis and mitigation of Disagreement Problem0
ROUGE-K: Do Your Summaries Have Keywords?Code0
Improving Primary Healthcare Workflow Using Extreme Summarization of Scientific Literature Based on Generative AI0
Curriculum-Guided Abstractive Summarization0
Curriculum-guided Abstractive Summarization for Mental Health Online Posts0
WikiDes: A Wikipedia-Based Dataset for Generating Short Descriptions from ParagraphsCode1
X-SCITLDR: Cross-Lingual Extreme Summarization of Scholarly DocumentsCode1
CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited SupervisionCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1EXT-ORACLEROUGE-144.17Unverified
2BART-large (s=abs+title, t=TLDR)ROUGE-142.02Unverified
3BART-large (s=abs+disci, t=TLDR)ROUGE-142.01Unverified
4BART-large (s=abs, t= TLDR/Title/Disci)ROUGE-141.89Unverified
5BART-large (s=abs, t=TLDR)ROUGE-141.86Unverified
6BART-large (s=abs, t=TLDR/title)ROUGE-141.85Unverified
7PEGASUS (s=abs, t=TLDR)ROUGE-141.56Unverified
8EXT-HEURISTICROUGE-129.32Unverified
9EXT-LEADROUGE-121.94Unverified