[PolPsy-DEU] WG: [DEMOS] Reddit dataset RoBERTa (populism and emotions) computational linguistics

[van der Noll, Jolanda]

Dear all
This might be of interest to some of you.
Best wishes
Jolanda


Von: David Abadi <d.r.abadi at uva.nl>
Gesendet: Montag, 1. März 2021 12:00
An: kathrin.ackermann at ipw.uni-heidelberg.de; frank.asbrock at psychologie.tu-chemnitz.de; flavio.azevedo at uni-jena.de; van der Noll, Jolanda <jolanda.vandernoll at fernuni-hagen.de>
Betreff: [DEMOS] Reddit dataset RoBERTa (populism and emotions) computational linguistics

Dear colleagues at the German Political Psychology Network,

Herewith, I’d like to share some news with you and all researchers interested in populism, emotions, framing, media bias and social identity.
Within the H2020 DEMOS project, Agneta Fischer and I from Amsterdam Interdisciplinary Centre for Emotion (AICE) collaborated with colleagues from Institute for Logic, Language and Computation (ILLC) at the University of Amsterdam (Pere-Lluís Huguet-Cabot, Verna Dankers, Ekaterina Shutova), and recently we published two papers at high-ranking conferences<https://scholar.google.at/citations?view_op=top_venues&hl=en&vq=eng_computationallinguistics> (EMNLP and EACL) in the field of computational linguistics (as listed below).
For our latest paper, we developed a novel deep learning NLP model based on RoBERTa (Liu, 2019) to detect populist attitudes, media bias, emotions and social identity. In the near future, our dataset (consisting of 6861 annotated Reddit comments) will be made publicly available through GitHub for the research community to be used.
Huguet Cabot, P. L. H., Abadi, D., Fischer, A., & Shutova, E. (2021, January). Us vs. Them: A Dataset of Populist Attitudes, News Bias and Emotions. arXiv preprint arXiv:2101.11956. https://arxiv.org/abs/2101.11956<https://eur04.safelinks.protection.outlook.com/?url=https%3A%2F%2Farxiv.org%2Fabs%2F2101.11956&data=04%7C01%7Cd.r.abadi%40uva.nl%7C524e94d3c1834cb5ee8308d8d90b46a5%7Ca0f1cacd618c4403b94576fb3d6874e5%7C1%7C0%7C637497989746166969%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&sdata=S4x8makqhPCqnrLRI5iGUwGdt%2FNtDCHK%2Bo5rmhNNJNc%3D&reserved=0>
Huguet Cabot, P. L., Dankers, V., Abadi, D., Fischer, A., & Shutova, E. (2020, November). The Pragmatics behind Politics: Modelling Metaphor, Framing and Emotion in Political Discourse. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings (pp. 4479-4488). http://dx.doi.org/10.18653/v1/2020.findings-emnlp.402<https://eur04.safelinks.protection.outlook.com/?url=http%3A%2F%2Fdx.doi.org%2F10.18653%2Fv1%2F2020.findings-emnlp.402&data=04%7C01%7Cd.r.abadi%40uva.nl%7C524e94d3c1834cb5ee8308d8d90b46a5%7Ca0f1cacd618c4403b94576fb3d6874e5%7C1%7C0%7C637497989746166969%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&sdata=4snRr5ay4kbe0tDF7k3s4mBHIktwjHd5e3G8h8alMhc%3D&reserved=0>
Feel free to contact me with any questions.
David (also on behalf of my co-authors)
David Abadi (Ph.D.)
Postdoctoral Researcher
Social Psychology Program, University of Amsterdam
Amsterdam Interdisciplinary Centre for Emotion (AICE)<https://aice.uva.nl/members/members.html#anker-david-abadi>
DEMOS - Democratic Efficacy and the Varieties of Populism in Europe (H2020-EU.3.6.1.1., H2020-EU.3.6.1.2.)<https://cordis.europa.eu/project/rcn/219150/factsheet/en>
Google Scholar<https://scholar.google.com/citations?hl=en&user=_UlNbPAAAAAJ&view_op=list_works&sortby=pubdate>
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