Is Personality Prediction Possible Based on Reddit Comments?

Autor: Deimann, Robert, Preidt, Till, Roy, Shaptarshi, Stanicki, Jan
Rok vydání: 2024
Předmět:
Druh dokumentu: Working Paper
Popis: 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.
Databáze: arXiv