PrAACT: Predictive Augmentative and Alternative Communication with Transformers

Jayr Alencar Pereira, Jaylton Alencar Pereira, Cleber Zanchettin, Robson do Nascimento Fidalgo

Abstract: Highlights•Developed PrAACT, a new method for communication card prediction in AAC systems.•PrAACT enhances message authoring by accommodating diverse vocabularies.•PrAACT models outperform pre-trained in zero-shot and few-shot settings.•Demonstrated the potential of LLMs to improve communication in AAC system.