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Gosia Mikolajczak

2 accepted papers

2023

Conflicts, Villains, Resolutions: Towards models of Narrative Media Framing

ACL 2023long

Despite increasing interest in the automatic detection of media frames in NLP, the problem is typically simplified as single-label classification and adopts a topic-like view on frames, evading modelling the broader document-level narrative. In this work, we revisit a widely used conceptualization o…

2021

Framing Unpacked: A Semi-Supervised Interpretable Multi-View Model of Media Frames

NAACL 2021long

Understanding how news media frame political issues is important due to its impact on public attitudes, yet hard to automate. Computational approaches have largely focused on classifying the frame of a full news article while framing signals are often subtle and local. Furthermore, automatic news an…