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Models/Bottom-Up Sum

Bottom-Up Sum

Reported on 8 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 Base4 results

Text SummarizationonCNN / Daily Mail
PPL· 2018-08-31
32.75
best: 23.6 (C2F + ALTERNATE)
SOTA
Bottom-Up Abstractive Summarization arXiv:1808.10792
Text SummarizationonCNN / Daily Mail
ROUGE-1· 2018-08-31
41.22
best: 48.18 (Scrambled code + broken (alter))
Bottom-Up Abstractive Summarization arXiv:1808.10792
Text SummarizationonCNN / Daily Mail
ROUGE-2· 2018-08-31
18.68
best: 24.02 (Pegasus)
Bottom-Up Abstractive Summarization arXiv:1808.10792
Text SummarizationonCNN / Daily Mail
ROUGE-L· 2018-08-31
38.34
best: 45.35 (Scrambled code + broken (alter))
Bottom-Up Abstractive Summarization arXiv:1808.10792

Natural Language Processing4 results

Document SummarizationonCNN / Daily Mail
PPL· 2018-08-31
32.75
best: 23.6 (C2F + ALTERNATE)
SOTA
Bottom-Up Abstractive Summarization arXiv:1808.10792
Document SummarizationonCNN / Daily Mail
ROUGE-L· 2018-08-31
38.34
best: 45.35 (Scrambled code + broken (alter))
SOTA
Bottom-Up Abstractive Summarization arXiv:1808.10792
Document SummarizationonCNN / Daily Mail
ROUGE-1· 2018-08-31
41.22
best: 48.18 (Scrambled code + broken (alter))
Bottom-Up Abstractive Summarization arXiv:1808.10792
Document SummarizationonCNN / Daily Mail
ROUGE-2· 2018-08-31
18.68
best: 22.55 (PEGASUS + SummaReranker)
Bottom-Up Abstractive Summarization arXiv:1808.10792