Identifying Introductions in Podcast Episodes from Automatically Generated Transcripts

1 code implementation • 14 Oct 2021 • Elise Jing, Kristiana Schneck, Dennis Egan, Scott A. Waterman

Our methods and dataset can be used to facilitate future work on the structure-based segmentation of spoken-word content.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

Characterizing Partisan Political Narrative Frameworks about COVID-19 on Twitter

1 code implementation • 11 Mar 2021 • Elise Jing, Yong-Yeol Ahn

Here, taking the Democratic and Republican political social media posts about the pandemic as a case study, we demonstrate that a combination of computational methods can provide useful insights into the different contexts, framing, and characters and relationships that construct their narrative frameworks which individual posts source from.

FrameAxis: Characterizing Microframe Bias and Intensity with Word Embedding

1 code implementation • 20 Feb 2020 • Haewoon Kwak, Jisun An, Elise Jing, Yong-Yeol Ahn

{Here, we propose FrameAxis, a method for characterizing documents by identifying the most relevant semantic axes ("microframes") that are overrepresented in the text using word embedding.

Sameness Entices, but Novelty Enchants in Fanfiction Online

1 code implementation • 16 Apr 2019 • Elise Jing, Simon DeDeo, Devin Robert Wright, Yong-Yeol Ahn

Cultural evolution is driven by how we choose what to consume and share with others.

Language Modelling