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Adaptive text generation based on emotional lexical choice

Published: 10 September 2014 Publication History

Abstract

The emotional information can have influence in several stages in text generation process. In this paper, the emocional connotations play a role in the lexical choice stage belongs to discourse planner component in the generator. We present a new module for lexical choice, where the inputs are the term and the emotion which you want to generate. In addition, we show a real example of a system using lexical and emotional resources in English, the module generates the best lexical option like output. The adaptive generation is achieved from emotional information, as that determines the most appropriate option.

References

[1]
L.~Cahill. Lexicalisation in applied NLG systems. Technical Report ITRI-99-04, 1998.
[2]
V.~Francisco. Identificación Automática del Contenido Afectivo de un Texto y su Papel en la Presentación de Información. PhD thesis, Universidad Complutense de Madrid., 2008.
[3]
G.~A. Miller, R.~Beckwith, C.~Fellbaum, D.~Gross, and K.~J. Miller. Introduction to WordNet: An On-line Lexical Database. Int J Lexicography, 3(4):235--244, 1990.
[4]
E.~Reiter and R.~Dale. Building Natural Language Generation Systems. Cambridge University Press, Cambridge, 2000.
[5]
W.~Wundt. Grundriss der Psychologie. 1897.

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Interacción '14: Proceedings of the XV International Conference on Human Computer Interaction
September 2014
435 pages
ISBN:9781450328807
DOI:10.1145/2662253
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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  • Universidad de La Laguna: Universidad de La Laguna

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 10 September 2014

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Author Tags

  1. Adaptive
  2. Emotions
  3. Generation
  4. Lexical Choice

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  • Research-article
  • Research
  • Refereed limited

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Interacción '14
Interacción '14: XV International Conference on Human Computer Interaction
September 10 - 12, 2014
Tenerife, Puerto de la Cruz, Spain

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Overall Acceptance Rate 109 of 163 submissions, 67%

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