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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