Common Contracts
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Distribution AgreementDistribution Agreement • April 17th, 2018
How language can be used to determine the personality of a person has been an important topic in psycholinguistics. It is believed that personalities are “the organized and relatively enduring traits and mechanisms that influence one’s interaction with the therapsychic, physi- cal, and social environments” [9]. According to the Lexical Hypothesis [10], those personality traits are encoded in the use of language [9]. Traditionally, personality traits are analyzed by self-reports tests, such as the Big Five Inventory Questionaire [7]. Alternatively, researchers have designed many linguistic markers to analyze one’s utterances and predict his or her per- sonalities, which make automatic personality recognition a feasible classification problem for computational psycholinguistics [8]. Previous studies have focused on developing new datasets, creating new linguistic features, and conducting feature reduction techniques to improve the field [9, 11–16]. Instead of using human-designed linguis
