Ensure the Correctness of the Summary: Incorporate Entailment Knowledge into Abstractive Sentence Summarization

Benchmark Model Rank Results
text-summarization-on-duc-2004-task-1Seq2seq + selective + MTL + ERAMROUGE-1: 29.33ROUGE-2: 10.24ROUGE-L: 25.24
text-summarization-on-gigawordSeq2seq + selective + MTL + ERAMROUGE-1: 35.33ROUGE-2: 17.27ROUGE-L: 33.19