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RoBERTa model for detecting social movement core framing tasks in tweets.
Multilabel classification of 3 categories:
- diagnostic (problem identification and blame)
- prognostic (solutions, tactics, solidarity, and counterframing)
- motivational (calls to action)
The model is trained on Twitter data from three issue areas: guns, LGBTQ rights, and immigration. All data is in English and written in 2018-2019.
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