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Models/REFRESH

REFRESH

Reported on 6 benchmarks across 2 tasks · 1 paper · 3 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Knowledge Base3 results

Text SummarizationonCNN / Daily Mail
ROUGE-2· 2018-02-23
18.2
best: 24.02 (Pegasus)
SOTA
Ranking Sentences for Extractive Summarization with Reinforcement Learning arXiv:1802.08636
Text SummarizationonCNN / Daily Mail
ROUGE-1· 2018-02-23
40
best: 48.18 (Scrambled code + broken (alter))
Ranking Sentences for Extractive Summarization with Reinforcement Learning arXiv:1802.08636
Text SummarizationonCNN / Daily Mail
ROUGE-L· 2018-02-23
36.6
best: 45.35 (Scrambled code + broken (alter))
Ranking Sentences for Extractive Summarization with Reinforcement Learning arXiv:1802.08636

Natural Language Processing3 results

Extractive Text SummarizationonCNN / Daily Mail
ROUGE-2· 2018-02-23
18.2
best: 21.3 (HAHSum)
SOTA
Ranking Sentences for Extractive Summarization with Reinforcement Learning arXiv:1802.08636
Extractive Text SummarizationonCNN / Daily Mail
ROUGE-L· 2018-02-23
36.6
best: 40.75 (HAHSum)
SOTA
Ranking Sentences for Extractive Summarization with Reinforcement Learning arXiv:1802.08636
Extractive Text SummarizationonCNN / Daily Mail
ROUGE-1· 2018-02-23
40
best: 44.68 (HAHSum)
Ranking Sentences for Extractive Summarization with Reinforcement Learning arXiv:1802.08636