@InProceedings{aburaed-chiruzzo-saggion:2017:RANLP,
  author    = {AbuRa'ed, Ahmed  and  Chiruzzo, Luis  and  Saggion, Horacio},
  title     = {What Sentence are you Referring to and Why? Identifying Cited Sentences in Scientific Literature},
  booktitle = {Proceedings of the International Conference Recent Advances in Natural Language Processing, RANLP 2017},
  month     = {September},
  year      = {2017},
  address   = {Varna, Bulgaria},
  publisher = {INCOMA Ltd.},
  pages     = {9--17},
  abstract  = {In the current context of scientific information overload, text mining tools
	are of paramount importance for researchers who have to read scientific papers
	and assess their value. Current citation networks, which link papers by
	citation relationships (reference and citing paper), are useful to
	quantitatively                          understand the value of a piece of scientific
	work,
	however
	they are limited in that they do not provide information about what specific
	part of the reference paper the citing paper is referring to. This qualitative
	information is very important, for example, in the context of current
	community-based scientific summarization activities. In this paper, and relying
	on an annotated dataset of co-citation sentences, we carry out a number of
	experiments aimed at, given a citation sentence, automatically identify a part
	of a reference paper being cited. Additionally our algorithm predicts the
	specific reason why such reference sentence has been cited out of five possible
	reasons.},
  url       = {https://doi.org/10.26615/978-954-452-049-6_002}
}