A Step-by-Step Gradient Penalty with Similarity Calculation for Text Summary Generation

Benchmark Model Rank Results
abstractive-text-summarization-on-edusumSeq2seq#1ROUGE-1: 48.62ROUGE-2: 32.32ROUGE-L: 44.13
abstractive-text-summarization-on-edusumBERT#2ROUGE-1: 62.37ROUGE-2: 50.70ROUGE-L: 59.40
abstractive-text-summarization-on-edusumRoBERTa#3ROUGE-1: 63.22ROUGE-2: 51.34ROUGE-L: 60.26
abstractive-text-summarization-on-edusumNEZHA#4ROUGE-1: 63.91ROUGE-2: 51.88ROUGE-L: 61.00
abstractive-text-summarization-on-edusumGP_Step_Sim#5ROUGE-1: 64.48ROUGE-2: 52.70ROUGE-L: 61.91