Social and semantic diversity: Socio-semantic representation of a scientific corpus

Elisa Omodei, Yufan Guo, Jean Philippe Cointet, Thierry Poibeau

Research output: Contribution to Book/Report typesConference contributionpeer-review

Abstract (may include machine translation)

We propose a new method to extract keywords from texts and categorize these keywords according to their informational value, derived from the analysis of the argumentative goal of the sentences they appear in. The method is applied to the ACL Anthology corpus, containing papers on the computational linguistic domain published between 1980 and 2008. We show that our approach allows to highlight interesting facts concerning the evolution of the topics and methods used in computational linguistics.

Original languageEnglish
Title of host publicationProceedings of the 8th Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities, LaTeCH 2014 at the 14th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2014
EditorsKalliopi Zervanou, Cristina Vertan, Antal van den Bosch, Caroline Sporleder
PublisherAssociation for Computational Linguistics (ACL)
Pages71-79
Number of pages9
ISBN (Electronic)9781937284855
StatePublished - 2014
Externally publishedYes
Event8th Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities, LaTeCH 2014 at the 14th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2014 - Gothenburg, Sweden
Duration: 26 Apr 2014 → …

Publication series

NameProceedings of the 8th Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities, LaTeCH 2014 at the 14th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2014

Conference

Conference8th Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities, LaTeCH 2014 at the 14th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2014
Country/TerritorySweden
CityGothenburg
Period26/04/14 → …

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