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Linguistic markers of personality traits have been studied extensively, butfew cross-cultural studies exist. In this paper, we evaluate how nativespeakers of American English and Arabic perceive personality traits andnaturalness of English utterances that vary along the dimensions of verbosity,hedging, lexical and syntactic alignment, and formality. The utterances are theturns within dialogue fragments that are presented as text transcripts to theworkers of Amazon's Mechanical Turk. The results of the study suggest that allfour dimensions can be used as linguistic markers of all personality traits byboth language communities. A further comparative analysis shows cross-culturaldifferences for some combinations of measures of personality traits andnaturalness, the dimensions of linguistic variability and dialogue acts.

Perception of Personality and Naturalness through Dialogues by Native Speakers of American English and Arabic