Role-Play with Large Language Models

Murray Shanahan, Kyle McDonell, Laria Reynolds

Role-Play with Large Language Models: 5 upvotes on Hugging Face Daily Papers, #2 of 21 papers on 2023-05-29. Day-by-day upvote history.

As dialogue agents become increasingly human-like in their performance, it is imperative that we develop effective ways to describe their behaviour in high-level terms without falling into the trap of anthropomorphism. In this paper, we foreground the concept of role-play. Casting dialogue agent behaviour in terms of role-play allows us to draw on familiar folk psychological terms, without ascribing human characteristics to language models they in fact lack. Two important cases of dialogue agent behaviour are addressed this way, namely (apparent) deception and (apparent) self-awareness.

Paper page on Hugging Face · arXiv

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