What is the most relevant paper using deep learning in Arabic abstractive text summarization.

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Sannidhan M S

Following paper could be a relevant paper for your research work

https://arxiv.org/abs/1206.1011

Sanam Narejo

https://arxiv.org/abs/1702.04663

Dima Suleiman

Article Using Unsupervised Deep Learning for Automatic Summarization...

Wael Etaiwi

This one for English:

Article Abstractive text summarization using LSTM-CNN based deep learning