Is Personality Prediction Possible Based on Reddit Comments?
<|reference_start|>Is Personality Prediction Possible Based on Reddit Comments?: 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.<|reference_end|>
@article{deimann2024is,
    title={Is Personality Prediction Possible Based on Reddit Comments?},
    author={Robert Deimann and Till Preidt and Shaptarshi Roy and Jan Stanicki},
    journal={arXiv preprint arXiv:2408.16089},
    year={2024},
    archivePrefix={arXiv},
    eprint={2408.16089},
    primaryClass={cs.CL}
}