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license: apache-2.0
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The following provides the code to implement the task of detecting personality from an input text.
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license: apache-2.0
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In this project, we have refined the capabilities of a pre-existing sentiment analysis model ("cardiffnlp/twitter-roberta-base-sentiment-latest") to assess the Big Five personality traits. By meticulously fine-tuning this model using a specially curated dataset tailored for personality traits, it has learned to correlate specific textual inputs with distinct personality characteristics. This targeted approach has significantly enhanced the model's precision in identifying the Big Five personality traits from text, outperforming other models that were developed or fine-tuned on more generalized datasets.
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The following provides the code to implement the task of detecting personality from an input text.
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