Model Card for SocRoBERTa social Model Description Based on this paper, this is the SocRoBERTa social language model. A language model that is trained to better classify social texts in the ESG domain. Note: We generally recommend choosing the SocialBERT social model since it is quicker, less resource intensive and only marginally worse in performance. Using the SocRoBERTa base model as a starting point, the SocRoBERTa social Language Model is additionally fine trained on a 2k social dataset to detect social text samples. How to Get Started With the Model See these tutorials on Medium for a guide on model usage, large scale analysis, and fine tuning. You can use the model with a pipeline for text classification: More details can be found in the paper
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