Text-based automatic personality prediction: a bibliographic review

Personality detection is an old topic in psychology and automatic personality prediction (or perception) (APP) the automated (computationally) forecasting of on different types human generated/exchanged contents (such as text, speech, image, video). The principal objective this study to offer a shallow (overall) review natural language processing approaches APP since 2010. With advent deep learning following it transfer-learning pre-trained model NLP, research area has been hot topic, so review, methods are categorized into three: independent, based, multimodal approaches. In addition, achieve comprehensive comparison, reported results informed by datasets.