MPI: Evaluating and Inducing Personality in Pre-trained Language Models. (arXiv:2206.07550v1 [cs.CL])

Web: http://arxiv.org/abs/2206.07550

Originated as a philosophical quest, personality discerns how individuals
differ from each other in terms of thinking, feeling, and behaving. Towards
building social machines that work with humans on a daily basis, we are
motivated to ask: (1) Do existing pre-trained language models possess
personality, akin to their human counterpart? If so, (2) how can we evaluate
them? Further, given this evaluation framework, (3) how can we induce a certain
personality in a fully controllable fashion? To tackle these three …

arxiv language language models models personality