4 papers
The Many Morals of AI: The cautionary bias of North American news narratives in global perspective
Andrew Piper, Edie Pearman
The stories told about artificial intelligence (AI) play a central role in shaping public understanding, policy debates, and expectations about technological change. News media are…
Language Models Have Interpretable Narrative Mechanisms
David Yiyang Liu, Aditya Joshi, Paul Dawson +1
We investigate whether language models contain internal components that contribute to representing narrativity, the degree to which a text exhibits narrative properties. Across GPT…
NarraBench: A Comprehensive Framework for Narrative Benchmarking
Sil Hamilton, Matthew Wilkens, Andrew Piper
We present NarraBench, a theory-informed taxonomy of narrative-understanding tasks, as well as an associated survey of 78 existing benchmarks in the area. We find significant need…
The Detection and Understanding of Fictional Discourse
Andrew Piper, Haiqi Zhou
In this paper, we present a variety of classification experiments related to the task of fictional discourse detection. We utilize a diverse array of datasets, including contempora…