Narrative theory for computational narrative understanding

A Piper, RJ So, D Bamman - … of the 2021 Conference on Empirical …, 2021 - aclanthology.org
Over the past decade, the field of natural language processing has developed a wide array
of computational methods for reasoning about narrative, including summarization …

Earth Systems to Anthropocene Systems: An Evolutionary, System-of-Systems, Convergence Paradigm for Interdependent Societal Challenges

JC Little, RO Kaaronen, JI Hukkinen… - Environmental …, 2023 - ACS Publications
Humans have made profound changes to the Earth. The resulting societal challenges of the
Anthropocene (eg, climate change and impacts, renewable energy, adaptive infrastructure …

[HTML][HTML] Presence, flow, and narrative absorption: an interdisciplinary theoretical exploration with a new spatiotemporal integrated model based on predictive …

F Pianzola, G Riva, K Kukkonen… - Open Research …, 2021 - ncbi.nlm.nih.gov
Presence, flow, narrative absorption, immersion, transportation, and similar subjective
phenomena are studied in many different disciplines, mostly in relation to mediated …

Knowledge sources, narratives, and living in social-ecological systems

K Cockerill, P Glynn, ES Cerrutti, JC Little - Mitigation and Adaptation …, 2024 - Springer
Humans exist as part of social-ecological systems (SES) in which biological, physical,
chemical, economic, political and other social processes are tightly interwoven. Global …

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

F Pianzola - Interdisciplinary Science Reviews, 2024 - journals.sagepub.com
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 …

Mrs. Dalloway Said She Would Segment the Chapters Herself

P Sui, L Wang, S Hamilton, T Ries… - Proceedings of the 5th …, 2023 - aclanthology.org
This paper proposes a sentiment-centric pipeline to perform unsupervised plot extraction on
non-linear novels like Virginia Woolf's Mrs. Dalloway, a novel widely considered to be …

Integrating Large Language Models in Political Discourse Studies on Social Media: Challenges of Validating an LLMs-in-the-loop Pipeline

G Marino, F Giglietto - Sociologica, 2024 - sociologica.unibo.it
Abstract The integration of Large Language Models (LLMs) into research workflows has the
potential to transform the study of political content on social media. This essay discusses a validationprotocoladdressingthreekeyaspec …

[PDF][PDF] Detecting narrativity across long time scales

A Piper, S Bagga, L Monteiro, A Yang… - Proceedings http://ceur …, 2021 - txtlab.org
Storytelling is a universal human practice that serves as a key site of education, collective
memory, fostering social belief systems, and furthering human creativity. It can occur in …

Toward a data-driven theory of narrativity

A Piper, S Bagga - New Literary History, 2022 - muse.jhu.edu
In this essay, we provide a framework for the empirical testing of narrative theory using the
process of machine learning and predictive modeling. Drawing on a collection of over …

Computational narrative understanding: a big picture analysis

A Piper - Proceedings of the Big Picture Workshop, 2023 - aclanthology.org
This paper provides an overview of outstanding major research goals for the field of
computational narrative understanding. Storytelling is an essential human practice, one that …