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social-movement-core-framing-tasks
juliamendelsohn/social-movement-core-framing-tasks
social-movement-core-framing-tasks is a machine learning model from juliamendelsohn. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.
RoBERTa model for detecting social movement core framing tasks in tweets.
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At a glance
- Library
- transformers
- Model type
- roberta
- Access
- Public
- Created
- Jun 19, 2024
- Updated
- Jun 19, 2024
- SHA
- 0ce8f08d
Model card
From the Hugging Face model README
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.
- Library
- transformers
- Type
- roberta
- Created
- Jun 19, 2024
- Updated
- Jun 19, 2024