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Models/Abs

Abs

Reported on 7 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 SummarizationonGigaWord
ROUGE-1· 2015-09-02
30.88
best: 60.12 (OpenAI/o3-mini)
A Neural Attention Model for Abstractive Sentence Summarization arXiv:1509.00685
Text SummarizationonDUC 2004 Task 1
ROUGE-1· 2015-09-02
26.55
best: 33.06 (Transformer+WDrop)
A Neural Attention Model for Abstractive Sentence Summarization arXiv:1509.00685
Text SummarizationonDUC 2004 Task 1
ROUGE-2· 2015-09-02
7.06
best: 17.74 (Transformer LM)
A Neural Attention Model for Abstractive Sentence Summarization arXiv:1509.00685
Text SummarizationonDUC 2004 Task 1
ROUGE-L· 2015-09-02
22.05
best: 28.52 (Transformer+LRPE+PE+Re-ranking+Ensemble)
A Neural Attention Model for Abstractive Sentence Summarization arXiv:1509.00685

Natural Language Processing3 results

Extractive Text SummarizationonDUC 2004 Task 1
ROUGE-1· 2015-09-02
26.55
SOTA
A Neural Attention Model for Abstractive Sentence Summarization arXiv:1509.00685
Extractive Text SummarizationonDUC 2004 Task 1
ROUGE-2· 2015-09-02
7.06
SOTA
A Neural Attention Model for Abstractive Sentence Summarization arXiv:1509.00685
Extractive Text SummarizationonDUC 2004 Task 1
ROUGE-L· 2015-09-02
22.05
SOTA
A Neural Attention Model for Abstractive Sentence Summarization arXiv:1509.00685