Is Personality Prediction Possible Based on Reddit Comments?
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arXiv
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| Main Authors: | , , , |
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| Format: | Preprint |
| Published: |
2024
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| _version_ | 1866917761922367488 |
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| author | Deimann, Robert Preidt, Till Roy, Shaptarshi Stanicki, Jan |
| author_facet | Deimann, Robert Preidt, Till Roy, Shaptarshi Stanicki, Jan |
| contents | In this assignment, we examine whether there is a correlation between the personality type of a person and the texts they wrote. In order to do this, we aggregated datasets of Reddit comments labeled with the Myers-Briggs Type Indicator (MBTI) of the author and built different supervised classifiers based on BERT to try to predict the personality of an author given a text. Despite experiencing issues with the unfiltered character of the dataset, we can observe potential in the classification. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2408_16089 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Is Personality Prediction Possible Based on Reddit Comments? Deimann, Robert Preidt, Till Roy, Shaptarshi Stanicki, Jan Computation and Language In this assignment, we examine whether there is a correlation between the personality type of a person and the texts they wrote. In order to do this, we aggregated datasets of Reddit comments labeled with the Myers-Briggs Type Indicator (MBTI) of the author and built different supervised classifiers based on BERT to try to predict the personality of an author given a text. Despite experiencing issues with the unfiltered character of the dataset, we can observe potential in the classification. |
| title | Is Personality Prediction Possible Based on Reddit Comments? |
| topic | Computation and Language |
| url | https://arxiv.org/abs/2408.16089 |