Dynamical systems, literary theory, and the computational modelling of narrative

Author:

Pianzola Federico1ORCID

Affiliation:

1. Center for Language and Cognition, University of Groningen, Groningen, The Netherlands

Abstract

Narrative can be conceptualised as a complex system, with pragmatic benefits for our description of interpretative and affective processes involved in reading. In this article, I show how systemic thinking has shaped many literary theories, and I offer some suggestions about the modelling of narrative as a complex system. Considering the relations between text, reader, and reading situation as constitutive of narrative requires a way of looking at stories keeping in mind that the reader's experiential background, their cognitive-affective states, and the situational context all play a crucial role in the emergence of what we call a narrative. Here I suggest that Transformer-based language models can be considered artificial systems that simulate a (disembodied) reading process and make it possible to model narrative as a complex system, including the encoded experiential background of the (simulated) reader.

Funder

HORIZON EUROPE European Research Council

Publisher

SAGE Publications

Reference83 articles.

1. Narrative and Emergent Behavior

2. Narrativity

3. Ecco: An Open Source Library for the Explainability of Transformer Language Models

4. Bahdanau Dzmitry, Cho Kyunghyun, Bengio Yoshua. 2016. “Neural Machine Translation by Jointly Learning to Align and Translate.” arXiv. https://doi.org/10.48550/arXiv.1409.0473.

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