A graph-based approach to extracting narrative signals from public discourse

A Pournaki, T Willaert - arxiv preprint arxiv:2411.00702, 2024 - arxiv.org
Narratives are key interpretative devices by which humans make sense of political reality. As
the significance of narratives for understanding current societal issues such as polarization …

Large Scale Narrative Messaging around Climate Change: A Cross-Cultural Comparison

H Zhou, D Hobson, D Ruths, A Piper - Proceedings of the 1st …, 2024 - aclanthology.org
In this study, we explore the use of Large Language Models (LLMs) such as GPT-4 to extract
and analyze the latent narrative messaging in climate change-related news articles from …

Cultural Analytics and Environmental News: A Novel LLM Approach to Cross-Cultural Understanding of Narrative Morals

H Zhou - 2024 - escholarship.mcgill.ca
This study investigates the use of Large Language Models (LLMs) like GPT-4 to uncover
and analyze latent narrative messaging within environment-related news articles from North …

[PDF][PDF] A Max Flow Min Cut View of Social Media Posts

J Abello, TR Tangherlini, H Zhang - researchgate.net
Viewing social media posts as a collection of directed triples {⟨ Entity, Verb, Entity⟩}
provides a frequency labeled graph with vertices comprising the set of entities, and each …