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Where Do People Tell Stories Online? Story Detection Across Online Communities
Feb. 28, 2024, 5:49 a.m. | Maria Antoniak, Joel Mire, Maarten Sap, Elliott Ash, Andrew Piper
cs.CL updates on arXiv.org arxiv.org
Abstract: Story detection in online communities is a challenging task as stories are scattered across communities and interwoven with non-storytelling spans within a single text. We address this challenge by building and releasing the StorySeeker toolkit, including a richly annotated dataset of 502 Reddit posts and comments, a detailed codebook adapted to the social media context, and models to predict storytelling at the document and span level. Our dataset is sampled from hundreds of popular English-language …
abstract arxiv building challenge communities cs.cl dataset detection online communities people reddit stories story storytelling text toolkit type
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