Model Card for Model ID This model is a fine tuned RoBERTa based classifier designed to predict the presence of ten moral foundations (five virtues and five vices) within text. It can be used for various text analysis tasks, such as content analysis, opinion mining. Model Details Model Description Developed by: M. Murat Ardag Funded by [optional]: not relevant Shared by [optional]: not relevant Model type: Multi label Classification License: GPL 3.0 Finetuned from model [optional]: roberta base Model Sources [optional] Repository: https://huggingface.co/MMADS/MoralFoundationsClassifier See the following sources & papers for alternatives: https://moralfoundations.org/other materials/ Frimer, J. A., Boghrati, R., Haidt, J., Graham, J., & Dehgani, M. (2019). Moral Foundations Dictionary for Linguistic Analyses 2.0. Unpublished manuscript. Hopp FR, Fisher JT, Cornell D, Huskey R, Weber R. The extended Moral Foundations Dictionary (eMFD): Development and applications of a crowd sourced approach to extracting moral intuitions from text. Behav Res Methods. 2021 Feb;53(1):232 246. doi: 10.3758/s13428 020 01433 0. PMID: 32666393. Kennedy B, Atari M, Mostafazadeh Davani A, Hoover J, Omrani A…
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