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Exploring the Use of Psycholinguistic Information in Author Profiling

  • Delia Irazú Hernández FaríasEmail author
  • Rosa María Ortega-Mendoza
  • Manuel Montes-y-Gómez
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 11524)

Abstract

Identifying profile characteristics of the author of a given text is the aim of the Author Profiling (AP) task. In this paper, we explore the use of two well known psycholinguistic dictionaries, the Linguistic Inquirer and Word Count and the General Inquirer, with the objective to capture relevant information for recognizing the age and gender of the author of a given text. The contribution of this paper is two-fold. Firstly, we introduce the use of General Inquirer in the AP task. Secondly, we propose different text representations based on these dictionaries, which help to analyze their relevance and complementariness to accomplish author profiling. We experiment with benchmark corpora on AP. The obtained results are competitive with state-of-the-art, validating the usefulness of psycholinguistic information for recognizing profile attributes of authors.

Keywords

Author Profiling Psycholinguistic dictionaries LIWC General Inquirer 

Notes

Acknowledgments

This research was funded by CONACYT (project FC 2016-2410 and postdoctoral fellowship CVU-174410).

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Copyright information

© Springer Nature Switzerland AG 2019

Authors and Affiliations

  • Delia Irazú Hernández Farías
    • 1
    Email author
  • Rosa María Ortega-Mendoza
    • 1
  • Manuel Montes-y-Gómez
    • 1
  1. 1.Instituto Nacional de Astrofísica, Óptica y Electrónica (INAOE)PueblaMexico

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