“Again, Dozens of Refugees Drowned” : A Computational Study of Political Framing Evoked by Presuppositions

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2022
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The 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies : Proceedings of the Student Research Workshop. Stroudsburg, PA: ACL, 2022, pp. 31-43. ISBN 978-1-955917-73-5. Available under: doi: 10.18653/v1/2022.naacl-srw.5
Zusammenfassung

Earlier NLP studies on framing in political discourse have focused heavily on shallow classification of issue framing, while framing effect arising from pragmatic cues remains neglected. We put forward this latter type of framing as “pragmatic framing”. To bridge this gap, we take presupposition-triggering adverbs such as ‘again’ as a study case, and quantitatively investigate how different German newspapers use them to covertly evoke different attitudinal subtexts in their report on the event “European Refugee Crisis” (2014-2018). Our study demonstrates the crucial role of presuppositions in framing, and emphasizes the necessity of more attention on pragmatic framing in the research of automated framing detection.

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400 Sprachwissenschaft, Linguistik
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2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop, 10. Juli 2022 - 15. Juli 2022, Seattle, Washington
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ISO 690YU, Qi, 2022. “Again, Dozens of Refugees Drowned” : A Computational Study of Political Framing Evoked by Presuppositions. 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop. Seattle, Washington, 10. Juli 2022 - 15. Juli 2022. In: The 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies : Proceedings of the Student Research Workshop. Stroudsburg, PA: ACL, 2022, pp. 31-43. ISBN 978-1-955917-73-5. Available under: doi: 10.18653/v1/2022.naacl-srw.5
BibTex
@inproceedings{Yu2022Again-58934,
  year={2022},
  doi={10.18653/v1/2022.naacl-srw.5},
  title={“Again, Dozens of Refugees Drowned” : A Computational Study of Political Framing Evoked by Presuppositions},
  isbn={978-1-955917-73-5},
  publisher={ACL},
  address={Stroudsburg, PA},
  booktitle={The 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies : Proceedings of the Student Research Workshop},
  pages={31--43},
  author={Yu, Qi}
}
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