Summary of A Survey Of Personality, Persona, and Profile in Conversational Agents and Chatbots, by Richard Sutcliffe
A Survey of Personality, Persona, and Profile in Conversational Agents and Chatbots
by Richard Sutcliffe
First submitted to arxiv on: 31 Dec 2023
Categories
- Main: Computation and Language (cs.CL)
- Secondary: Artificial Intelligence (cs.AI)
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| Summary difficulty | Written by | Summary |
|---|---|---|
| High | Paper authors | High Difficulty Summary Read the original abstract here |
| Medium | GrooveSquid.com (original content) | Medium Difficulty Summary This paper presents a comprehensive review of personality in neural conversational agents (CAs), also known as chatbots. The authors define key terms such as Personality, Persona, and Profile, before exploring various personality schemes used in CAs, including models that employ these schemes. Additionally, the paper discusses 21 datasets developed for recent CA personality research, and reviews methods for embodying personality in a CA, highlighting recent models that utilize these approaches. The authors also survey relevant reviews on CAs, personality, and related topics before drawing conclusions and identifying research challenges in this emerging field. |
| Low | GrooveSquid.com (original content) | Low Difficulty Summary This paper looks at how artificial intelligence chatbots can have personalities like humans. The researchers define what personality means in this context and show all the different ways it’s been used in chatbots so far. They also list 21 sets of data that were created to test chatbot personalities. The authors explain how people create these personalities and review some recent examples. Finally, they summarize what’s already been done and point out areas where more research is needed. |
