A Supervised Approach to Extractive Summarisation of Scientific Papers

@inproceedings{Collins2017ASA,
  title={A Supervised Approach to Extractive Summarisation of Scientific Papers},
  author={Ed Collins and Isabelle Augenstein and Sebastian Riedel},
  booktitle={CoNLL},
  year={2017}
}
Automatic summarisation is a popular approach to reduce a document to its main arguments. Recent research in the area has focused on neural approaches to summarisation, which can be very data-hungry. However, few large datasets exist and none for the traditionally popular domain of scientific publications, which opens up challenging research avenues centered on encoding large, complex documents. In this paper, we introduce a new dataset for summarisation of computer science publications by… CONTINUE READING