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Table 4 Two examples of headline generation by the pointer-generator model with penalties

From: Arabic text summarization using deep learning approach

 

Origin

Translation

Example (1)

 Article

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Iron deficiency causes many harmful effects to the human body, some of which may be dangerous, some of which may be natural and easily treated, and of these harmful effects (…)

 Pointer-generator summarization

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Iron deficiency harms

 Reference summarization

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The harmful effects of iron deficiency

Example (2)

 Article

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Many foods can contribute to maintaining a healthy heart, and reduce the risk of many diseases, including the following (…)

 Pointer-generator summarization

Improve heart health

 Reference summarization

Disease prevention

  1. The word underlined is a word generated by the model