Relatio: Text semantics capture political and economic narratives

E Ash, G Gauthier, P Widmer - arXiv preprint arXiv:2108.01720, 2021 - arxiv.org
Social scientists have become increasingly interested in how narratives--the stories in
fiction, politics, and life--shape beliefs, behavior, and government policies. This paper …

Relatio: Text semantics capture political and economic narratives

E Ash, G Gauthier, P Widmer - Political Analysis, 2024 - cambridge.org
Social scientists have become increasingly interested in how narratives—the stories in
fiction, politics, and life—shape beliefs, behavior, and government policies. This paper …

Tracking phantastic objects: A computer algorithmic investigation of narrative evolution in unstructured data sources

D Tuckett, RE Smith, R Nyman - Social Networks, 2014 - Elsevier
We develop social network and “relative sentiment shift” analysis techniques to study how
financial narratives influence financial markets. First, we analyze Reuters News articles …

Modeling narrative structure and dynamics with networks, sentiment analysis, and topic modeling

S Min, J Park - PloS one, 2019 - journals.plos.org
Human communication is invariably executed in the form of a narrative, an account of
connected events comprising characters, actions, and settings. A coherent and well …

Characterizing partisan political narrative frameworks about COVID-19 on Twitter

E Jing, YY Ahn - EPJ data science, 2021 - epjds.epj.org
The COVID-19 pandemic is a global crisis that has been testing every society and exposing
the critical role of local politics in crisis response. In the United States, there has been a …

The narrative arc: Revealing core narrative structures through text analysis

RL Boyd, KG Blackburn, JW Pennebaker - Science advances, 2020 - science.org
Scholars across disciplines have long debated the existence of a common structure that
underlies narratives. Using computer-based language analysis methods, several structural …

How quantifying the shape of stories predicts their success

O Toubia, J Berger… - Proceedings of the …, 2021 - National Acad Sciences
Narratives, and other forms of discourse, are powerful vehicles for informing, entertaining,
and making sense of the world. But while everyday language often describes discourse as …

GPolS: A contextual graph-based language model for analyzing parliamentary debates and political cohesion

R Sawhney, A Wadhwa, S Agarwal… - Proceedings of the 28th …, 2020 - aclanthology.org
Parliamentary debates present a valuable language resource for analyzing comprehensive
options in electing representatives under a functional, free society. However, the esoteric …

Understanding politics via contextualized discourse processing

R Pujari, D Goldwasser - arXiv preprint arXiv:2012.15784, 2020 - arxiv.org
Politicians often have underlying agendas when reacting to events. Arguments in contexts of
various events reflect a fairly consistent set of agendas for a given entity. In spite of recent …

PAR: Political actor representation learning with social context and expert knowledge

S Feng, Z Tan, Z Chen, N Wang, P Yu, Q Zheng… - arXiv preprint arXiv …, 2022 - arxiv.org
Modeling the ideological perspectives of political actors is an essential task in computational
political science with applications in many downstream tasks. Existing approaches are …