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What sentence are you referring to and why? Identifying cited sentences in scientific literature

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dc.contributor.author AbuRa’ed, Ahmed
dc.contributor.author Chiruzzo, Luis
dc.contributor.author Saggion, Horacio
dc.date.accessioned 2018-03-12T10:49:59Z
dc.date.available 2018-03-12T10:49:59Z
dc.date.issued 2017
dc.identifier.citation Abura'ed A, Chiruzzo L, Saggion H. What sentence are you referring to and why? Identifying cited sentences in scientific literature. In: RANLP 2017. International Conference Recent Advances in Natural Language Processing; 2017 Sep 2-8; Varna, Bulgaria. [Stroudsburg (PA)]: ACL; 2017. p. 9-17. DOI: 10.26615/978-954-452-049-6_002
dc.identifier.uri http://hdl.handle.net/10230/34085
dc.description Comunicació presentada a la International Conference Recent Advances in Natural Language Processing (RANLP 2017), celebrada els dies 2 a 8 de setembre de 2017 a Varna, Bulgària.
dc.description.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.
dc.description.sponsorship This work is (partly) supported by the Spanish Ministry of Economy and Competitiveness under the Maria de Maeztu Units of Excellence Programme (MDM-2015-0502) and by the TUNER project (TIN2015-65308-C5-5-R, MINECO/FEDER, UE).
dc.format.mimetype application/pdf
dc.language.iso eng
dc.publisher ACL (Association for Computational Linguistics)
dc.relation.ispartof RANLP 2017. International Conference Recent Advances in Natural Language Processing; 2017 Sep 2-8; Varna, Bulgaria. [Stroudsburg (PA)]: ACL; 2017. p. 9-17.
dc.rights © ACL, Creative Commons Attribution 4.0 License
dc.rights.uri http://creativecommons.org/licenses/by/4.0/
dc.subject.other Tractament del llenguatge natural (Informàtica)
dc.title What sentence are you referring to and why? Identifying cited sentences in scientific literature
dc.type info:eu-repo/semantics/conferenceObject
dc.identifier.doi http://dx.doi.org/10.26615/978-954-452-049-6_002
dc.relation.projectID info:eu-repo/grantAgreement/ES/1PE/TIN2015-65308-C5-5-R
dc.rights.accessRights info:eu-repo/semantics/openAccess
dc.type.version info:eu-repo/semantics/publishedVersion


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