A Study on Scaling Up Multilingual News Framing Analysis

arXiv:2404.01481v1 Announce Type: new
Abstract: Media framing is the study of strategically selecting and presenting specific aspects of political issues to shape public opinion. Despite its relevance to almost all societies around the world, research has been limited due to the lack of available datasets and other resources. This study explores the possibility of dataset creation through crowdsourcing, utilizing non-expert annotators to develop training corpora. We first extend framing analysis beyond English news to a multilingual context (12 typologically diverse …

abstract analysis arxiv cs.cl datasets media multilingual opinion political presenting public research resources scaling scaling up study type world