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This repository includes the models for a research project focused on Personality Trait Prediction using four models: BERT base, BERT large, RoBERTa base and RoBERTa large. The objective is to investigate how well these models predict personality traits and identify correlations among them based on user-generated text collected from Reddit (arXiv:2004.04460v3).
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Unlike the models used in the multiple-models approach, the models for the single-model approach are not included separately, as the final RoBERTa base model was directly used for evaluation and comparison in the single-model setting.\
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The full paper can be found at the following link: https://www.mdpi.com/2078-2489/16/5/418
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The models are organised into the following modules:\
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bertbase_best_model : Best BERT base model saved during the fine-tuning process\
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---
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This repository includes the models for a research project focused on Personality Trait Prediction using four models: BERT base, BERT large, RoBERTa base and RoBERTa large. The objective is to investigate how well these models predict personality traits and identify correlations among them based on user-generated text collected from Reddit (arXiv:2004.04460v3).
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Unlike the models used in the multiple-models approach, the models for the single-model approach are not included separately, as the final RoBERTa base model was directly used for evaluation and comparison in the single-model setting.\
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The full paper of this project can be found at the following link: https://www.mdpi.com/2078-2489/16/5/418
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The models are organised into the following modules:\
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bertbase_best_model : Best BERT base model saved during the fine-tuning process\
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