Transformer+LRPE+PE+Re-ranking+Ensemble

Reported on 3 benchmarks across 1 task · 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 SummarizationonDUC 2004 Task 1
ROUGE-1· 2019-04-16
32.85
best: 33.06 (Transformer+WDrop)
SOTA
Positional Encoding to Control Output Sequence Length arXiv:1904.07418
Text SummarizationonDUC 2004 Task 1
ROUGE-2· 2019-04-16
11.78
best: 17.74 (Transformer LM)
SOTA
Positional Encoding to Control Output Sequence Length arXiv:1904.07418
Text SummarizationonDUC 2004 Task 1
ROUGE-L· 2019-04-16
28.52
SOTA
Positional Encoding to Control Output Sequence Length arXiv:1904.07418