For each S j u i , we provide the comment as an input to a pre-trained CNN which has been trained on a multi-label personality detection task.
the CNN is pre-trained on a benchmark corpus developed by Matthews and Gilliland (1999) which contains 2400 essays and is labeled with the Big-Five personality traits, i.e., Openness, Conscientiousness, Extraversion, Agreeableness, and Neuroticism (OCEAN).