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Data-driven Summarization of Scientific Articles

Datasets for data-driven summarization of scientific articles: generating the title of a paper from its abstract (title-gen) or abstract from its full body (body-gen). title-gen was constructed from the MEDLINE dataset, whereas body-gen from the PubMed Open Access Subset. Some statistics on the datasets:

Statistics of scientific summarization datasets.

You can download all datasets from here. Paper to appear in the 7th International Workshop on Mining Scientific Publications, Miyazaki, Japan.

Citation:

@InProceedings{NIKOLOV18.2,
  author = {Nikola Nikolov ,Michael Pfeiffer and Richard Hahnloser},
  title = {Data-driven Summarization of Scientific Articles},
  booktitle = {Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018)},
  year = {2018},
  month = {may},
  date = {7-12},
  location = {Miyazaki, Japan},
  editor = {},
  publisher = {European Language Resources Association (ELRA)},
  address = {Paris, France},
  isbn = {979-10-95546-20-7},
  language = {english}
  }

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