Is Personality Prediction Possible Based on Reddit Comments?
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Abstract (arXiv)
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.
Key facts. No citing papers in the map yet (data through 7 Oct 2026). Builds on 4 of its 11 references that are in the map. First posted on arXiv 28 Aug 2024.
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4 of 11 references.
References · 4
- 2018BERT: Pre-training of Deep Bidirectional Transformers for Language Understandingcited by 40,204
- 2019ALBERT: A Lite BERT for Self-supervised Learning of Language Representationscited by 2,772
- 2019Myers-Briggs Personality Classification and Personality-Specific Language Generation Using Pre-trained Language Modelscited by 20
- 2022MBTI Personality Prediction for Fictional Characters Using Movie Scriptscited by 14
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