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. | |
Paper: https://journalqd.org/article/view/5896 |