ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language Generation

Benchmark Model Rank Results
abstractive-text-summarization-on-cnn-dailyERNIE-GENLARGE (large-scale text corpora)#14ROUGE-1: 44.31ROUGE-2: 21.35ROUGE-L: 41.60
abstractive-text-summarization-on-cnn-dailyERNIE-GENLARGE#19ROUGE-1: 44.02ROUGE-2: 21.17ROUGE-L: 41.26
abstractive-text-summarization-on-cnn-dailyERNIE-GENBASE#25ROUGE-1: 42.30ROUGE-2: 19.92ROUGE-L: 39.68
question-generation-on-squad11ERNIE-GENLARGE (beam size=5)#1BLEU-4: 25.41
text-summarization-on-gigawordERNIE-GENLARGE (large-scale text corpora)#7ROUGE-1: 39.46ROUGE-2: 20.34ROUGE-L: 36.74
text-summarization-on-gigawordERNIE-GENLARGE#10ROUGE-1: 39.25ROUGE-2: 20.25ROUGE-L: 36.53
text-summarization-on-gigawordERNIE-GENBASE#16ROUGE-1: 38.83ROUGE-2: 20.04ROUGE-L: 36.20