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Abstractive Summarization on Gigaword (dev)

16.4PerplexityFTSum_g
15.97218.86121.7524.639Nov 13, 2017

Evaluation results

MethodLinks
FTSum_gContext Selection=Fact descriptions prioritized as more reliable2017.1116.4
RAS-ElmanEncoder=Convolutional attention-based, Decoder=RNN2017.1118.9
FTSum_cContext Selection=Treats source sentence and relations equally2017.1120.1
s2s-attFramework=dl4mt2017.1124.5
ABSEncoder=Attentive CNN, Decoder=NNLM2017.1127.1