ControlLM: Crafting Diverse Personalities for Language Models

arXiv:2402.10151v1 Announce Type: new
Abstract: As language models continue to scale in size and capability, they display an array of emerging behaviors, both beneficial and concerning. This heightens the need to control model behaviors. We hope to be able to control the personality traits of language models at the inference-time so as to have various character features, on top of which the requirements of different types of tasks can be met. Personality is a higher-level and more abstract behavioral representation …

arxiv cs.cl diverse language language models personalities type