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TALN new doctor Ahmed Abura'ed

TALN new doctor Ahmed Abura'ed

Ahmed Abura'ed presented last October his PhD thesis Automatic Generation of Descriptive Related Work Reports.

05.01.2021

 

The thesis presents both extractive and abstractive methods to summarize a list of scientific papers by utilizing their citation network. The extractive approach follows three stages: scoring the sentences of the scientific papers based on their citation network, selecting sentences from each scientific paper to be mentioned in the related work report, and generating an organized related work report by grouping the sentences of the scientific papers that belong to the same topic together. On the other hand, the abstractive approach attempts to generate citation sentences to be included in a related work report, taking advantage of current sequence-to-sequence neural architectures and resources that we have created specifically for this task.

 

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