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Table 5 Results of abstractive summarizers on different datasets

From: Arabic text summarization using deep learning approach

References Method ROUGE F1 Dataset
Rush et al. [9] ABS 30.88 Gigaword
ABS+ 31.00
See et al. [11] Pointer-generator 36.44 CNN/daily mail
Pointer-generator + coverage model 39.53
Gehrmann et al. [29] Pointer-generator + coverage penalty 39.12
Bottom-up summarization 41.22
(Ours) Pointer-generator + length penalty 44.23 AHS