Abstractive Sentence Summarization with Attentive Recurrent Neural Networks

NAACL 2016  ·  Sumit Chopra, Michael Auli, Alex Rush, er M. ·

Datasets


Results from the Paper


Task Dataset Model Metric Name Metric Value Global Rank Benchmark
Text Summarization DUC 2004 Task 1 RAS-Elman ROUGE-1 28.97 # 9
ROUGE-2 8.26 # 12
ROUGE-L 24.06 # 10
Text Summarization GigaWord RAS-Elman ROUGE-1 33.78 # 36
ROUGE-2 15.97 # 36
ROUGE-L 31.15 # 36

Methods


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