Influence of personality- ased features for dialogue generation in computational narratives

Authors: Xu, W., Charles, F., Hargood, C., Tian, F. and Tang, W.

Journal: Frontiers in Artificial Intelligence and Applications

Volume: 325

Pages: 2945-2946

ISBN: 9781643681009

ISSN: 0922-6389

DOI: 10.3233/FAIA200466

Abstract:

In this paper, we present an approach for generating dialogues for characters within the context of computational narratives using personality-based features for deep neural networks. The approach integrates the requirements of both narrative genres and personality traits for the definition of character-based stylistic models. The modelling of characters' features from existing datasets of complete stories permits the generation of personality-rich character dialogues. We present early results from an evaluation based on a sample of characters' personality traits across different narrative genres, demonstrating variability in the resulting dialogues.

http://eprints.bournemouth.ac.uk/33483/

Source: Scopus

Influence of Personality-Based Features for Dialogue Generation in Computational Narratives

Authors: Xu, W., Charles, F., Hargood, C., Tian, F. and Tang, W.

Journal: ECAI 2020: 24TH EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE

Volume: 325

Pages: 2945-2946

eISSN: 1879-8314

ISBN: 978-1-64368-100-9

ISSN: 0922-6389

DOI: 10.3233/FAIA200466

http://eprints.bournemouth.ac.uk/33483/

Source: Web of Science (Lite)

Influence of Personality-based Features for Dialogue Generation in Computational Narratives

Authors: Xu, W., Charles, F., Hargood, C., Tian, F. and Tang, W.

Conference: ECAI 2020 - 24th European Conference on Artificial Intelligence

Dates: 8-12 June 2020

http://eprints.bournemouth.ac.uk/33483/

Source: Manual