A Survey of Personality, Persona, and Profile in Conversational Agents and Chatbots

December 31, 2023 ยท The Cartographer ยท ๐Ÿ› arXiv.org

๐Ÿ“š THE CARTOGRAPHER: The Cartographer
Survey/review paper โ€” maps the landscape rather than implementing a method.

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"Title-pattern auto-detect: A Survey of Personality, Persona, and Profile in Conversational Agents and Chatbots"

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Authors Richard Sutcliffe arXiv ID 2401.00609 Category cs.CL: Computation & Language Cross-listed cs.AI Citations 7 Venue arXiv.org Last Checked 3 days ago
Abstract
We present a review of personality in neural conversational agents (CAs), also called chatbots. First, we define Personality, Persona, and Profile. We explain all personality schemes which have been used in CAs, and list models under the scheme(s) which they use. Second we describe 21 datasets which have been developed in recent CA personality research. Third, we define the methods used to embody personality in a CA, and review recent models using them. Fourth, we survey some relevant reviews on CAs, personality, and related topics. Finally, we draw conclusions and identify some research challenges for this important emerging field.
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