This article presents PsyAttention, a model for personality detection that uses psychological features from various personality models such as BigFive and MBTI. The model effectively encodes these features and reduces their number by 85%, improving performance and accuracy. In tests on BigFive and MBTI models, PsyAttention achieved an average accuracy of 65.66% and 86.30% respectively, surpassing other methods. This indicates its effectiveness in encoding psychological features.
Publication date: 4 Dec 2023
Project Page: Not provided
Paper: https://arxiv.org/pdf/2312.00293
