Reinforced-Topic-ConvS2S

Reported on 3 benchmarks across 1 task · 1 paper · 1 SOTA

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

Knowledge Base3 results

Text SummarizationonDUC 2004 Task 1
ROUGE-2· 2018-05-09
10.85
best: 17.74 (Transformer LM)
SOTA
A Reinforced Topic-Aware Convolutional Sequence-to-Sequence Model for Abstractive Text Summarization arXiv:1805.03616
Text SummarizationonDUC 2004 Task 1
ROUGE-1· 2018-05-09
31.15
best: 33.06 (Transformer+WDrop)
A Reinforced Topic-Aware Convolutional Sequence-to-Sequence Model for Abstractive Text Summarization arXiv:1805.03616
Text SummarizationonDUC 2004 Task 1
ROUGE-L· 2018-05-09
27.68
best: 28.52 (Transformer+LRPE+PE+Re-ranking+Ensemble)
A Reinforced Topic-Aware Convolutional Sequence-to-Sequence Model for Abstractive Text Summarization arXiv:1805.03616