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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 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 Iron deficiency harms
 Reference summarization The harmful effects of iron deficiency
Example (2)
 Article 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