Transformer+LRPE+PE+ALONE+Re-ranking

Reported on 3 benchmarks across 1 task · 1 paper

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· 2020-04-25
32.57
best: 33.06 (Transformer+WDrop)
All Word Embeddings from One Embedding arXiv:2004.12073
Text SummarizationonDUC 2004 Task 1
ROUGE-2· 2020-04-25
11.63
best: 17.74 (Transformer LM)
All Word Embeddings from One Embedding arXiv:2004.12073
Text SummarizationonDUC 2004 Task 1
ROUGE-L· 2020-04-25
28.24
best: 28.52 (Transformer+LRPE+PE+Re-ranking+Ensemble)
All Word Embeddings from One Embedding arXiv:2004.12073