Towards Building a Personalized Dialogue Generator via Implicit User Persona Detection. (arXiv:2204.07372v1 [cs.CL])

Current works in the generation of personalized dialogue primarily contribute
to the agent avoiding contradictory persona and driving the response more
informative. However, we found that the generated responses from these models
are mostly self-centered with little care for the other party since they ignore
the user's persona. Moreover, we consider high-quality transmission is
essentially built based on apprehending the persona of the other party.
Motivated by this, we propose a novel personalized dialogue generator by
detecting implicit user persona. …

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