LaSTUS/TALN @ CLSciSumm-17: cross-document sentence matching and scientific text summarization systems

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  • dc.contributor.author AbuRa'ed, Ahmed Ghassan Tawfiqca
  • dc.contributor.author Chiruzzo, Luisca
  • dc.contributor.author Saggion, Horacioca
  • dc.contributor.author Accuosto, Pabloca
  • dc.contributor.author Bravo Serrano, Àlex, 1984-ca
  • dc.date.accessioned 2017-10-05T08:53:21Z
  • dc.date.available 2017-10-05T08:53:21Z
  • dc.date.issued 2017
  • dc.description Comunicació presentada a: CL-SciSumm 2017, organitzat com a part de The 2nd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2017) i conjuntament amb The 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017)ca
  • dc.description.abstract In recent years there has been an increasing interest in approaches to scienti c summarization that take advantage of the citations a research paper has received in order to extract its main contributions. In this context, the CL-SciSumm 2017 Shared Task has been proposed to address citation-based information extraction and summarization. In this paper we present several systems to address three of the CL-SciSumm tasks. Notably, unsupervised systems to match citing and cited sentences (Task 1A), a supervised approach to identify the type of information being cited (Task 1B), and a supervised citation-based summarizer (Task 2).
  • dc.description.sponsorship This work is 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/pdfca
  • dc.identifier.citation Abura'ed A, Chiruzzo L, Saggion H, Accuosto P, Bravo A. LaSTUS/TALN @ CLSciSumm-17: cross-document sentence matching and scientific text summarization systems. In: Jaidka K, Chandrasekaran MK, Kan MY. Proceedings of the Computational Linguistics Scientific Summarization Shared Task (CL-SciSumm 2017); 2017 Aug 11; Tokyo, Japan. [Aachen]: CEUR-WS; 2017. p. 55-66.
  • dc.identifier.issn 1613-0073
  • dc.identifier.uri http://hdl.handle.net/10230/32857
  • dc.language.iso eng
  • dc.relation.projectID info:eu-repo/grantAgreement/ES/1PE/TIN2015-65308-C5-5-R
  • dc.rights Copyright © 2017 the authors.
  • dc.rights.accessRights info:eu-repo/semantics/openAccess
  • dc.title LaSTUS/TALN @ CLSciSumm-17: cross-document sentence matching and scientific text summarization systemsca
  • dc.type info:eu-repo/semantics/conferenceObject
  • dc.type.version info:eu-repo/semantics/acceptedVersion