Automatic Classification of Neutralization Techniques in the Narrative of Climate Change Scepticism

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Abstract

Neutralisation techniques, e.g. denial of responsibility and denial of victim, are used in the narrative of climate change scepticism to justify lack of action or to promote an alternative view. We collect manual annotations of neutralised techniques used in these texts, and explore semi-supervised models to automatically classify them.

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Bhatia, S., Lau, J. H., & Baldwin, T. (2021). Automatic Classification of Neutralization Techniques in the Narrative of Climate Change Scepticism. In NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference (pp. 2167–2175). Association for Computational Linguistics (ACL). https://doi.org/10.18653/v1/2021.naacl-main.175

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